# Cash flow estimation and analysis, simulation - Excel

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```					51a4ebc7-9b1c-45d8-9bf3-4586e01e1e3c.xls                                                             Simulation Inputs

4/2/2005

Chapter 13: Tool Kit for Monte Carlo Simulation

If an error box like the picture (which is only a picture and not an actual error message) displayed at the right
appeared when you opened this file, then you have not correctly installed the Excel Add-In, Simtools.xl a. You
should close Excel without saving and read the instructions in the file "Explanation of Simulation.doc ," which
explains how to install Simtools.xla . Only open the Excel file, IFM9 Ch 13 Tool Kit Simulation.xls , after you
have correctly installed Simtools.xla .

This worksheet contains the model used to analyze RIC's new project decision as described in the text. It is
the same model as in "IFM9 Ch 13 Tool Kit.xls ," but with a Monte Carlo simulation added. There are many
available simulation software packages, such as @Risk, but they are not free. For the analysis in this
spreadsheet, we have used a free package that works very well for simple simulations. If your model is very
complicated, then you would be better off using one of the commercial packages. But for simple models, the
approach we show in this spreadsheet will work fine.
We assume that you have correctly installed an Excel Add-In, Simtools.xla, developed by Professor Roger
Myerson at Northwestern University. If not, then close Excel and read the instructions in the file "Explanation
of Simulation.doc ." For more information on Simtools, go to the web site

Simulation Analysis

Make sure Simtools is available, using the procedure described in the file "Explanation of Simulation.doc ."

Step 2: Decide on distributions for risky variables

We assumed that sales price can be represented by a continuous normal distribution with an
expected value of \$3.00 and a standard deviation of \$0.35. Recall from statistics that there is about
a 68 percent chance that the actual price will be within one standard deviation of the expected price,
which is a range of \$2.65 to \$3.35. Put another way, there is a 32 percent chance that the price will
fall outside this range. The standard deviation also provides insight into the maximum likely
dispersion of sales prices. There is less than a one percent chance that the actual price will be more
than three standard deviations of the expected price, which is a range of \$1.95 to \$4.05. In other
words, the sales price is very unlikely to be less than \$1.95 or more than \$4.05.

Sales Price: Normal distribution
Mean=          3.00
Standard deviation=         0.35

RIC has existing labor contracts and strong relationships with some of its suppliers, which makes
the variable cost less uncertain. We assumed that the variable cost can be described by a triangular
distribution, with a lower bound of \$1.40, a most likely value of \$2.10, and an upper bound of \$2.50.
Notice that this is not a symmetric distribution. The lower bound is \$0.70 less than the most likely
value, and the upper bound is only \$0.40 higher than the most likely value. This is because RIC has
an active risk management program in place to hedge against increases in the prices of commodities
Michael C. Ehrhardt in its production processes.
it uses                                   Page 1                                                 8/7/2012
RIC has existing labor contracts and strong relationships with some of its suppliers, which makes
51a4ebc7-9b1c-45d8-9bf3-4586e01e1e3c.xls                                                           Simulation Inputs
the variable cost less uncertain. We assumed that the variable cost can be described by a triangular
distribution, with a lower bound of \$1.40, a most likely value of \$2.10, and an upper bound of \$2.50.
Notice that this is not a symmetric distribution. The lower bound is \$0.70 less than the most likely
value, and the upper bound is only \$0.40 higher than the most likely value. This is because RIC has
an active risk management program in place to hedge against increases in the prices of commodities
it uses in its production processes.

Variable costs: Triangular distribution
Lower bound=            1.40
Most likely=         2.10
Upper bound=            2.50

Based on preliminary purchase agreements with major customers, RIC is certain that sales in the
first year will be at least 15,000 units. RIC’s marketing department believes the most likely demand
will be for 20,000 units. However, it is possible that demand may be much higher. The new
production facility can produce a maximum of only 30,000 units in the first year, although it will be
able to produce more in subsequent years if there is higher than expected demand. Therefore, we
represented Year 1 unit sales with a triangular distribution, having a lower bound of 15,000 units, a
most likely value of 20,000 units, and an upper bound of 30,000 units.

Unit sales: Triangular distribution
Lower bound=          15,000
Most likely=       20,000
Upper bound=          30,000

The marketing department anticipates no growth in unit sales after the first year. However, actual
sales growth could be either positive or negative, and it is likely to be positively correlated with the
number of units sold in the first year. In other words, if demand is higher than expected in the first
year, then growth will probably be higher than expected in subsequent years. We represented
growth with a normal distribution having an expected value of zero percent and a standard
deviation of 15 percent. We also specified that the correlation between Year 1 unit sales and growth
should be 65 percent.

Growth Rate: Normal distribution
Mean=               0%
Standard deviation=             15%
Correlation with unit sales=            65%

Notice that the growth rate in sales is positively correlated with the level of unit sales.
If demand is higher than expected, then unit sales will be higher than expected and
growth in sales will be higher than expected.

Step 3: Replace model input values with risky variables

You can use the Function Wizard to create random variables for the inputs. Here is an
explanation of how the random variable functions work. The first argument in the function is itself
a random variable with a uniform distribution between 0 and 1. This is given by the Excel function
=RAND(); notice that RAND needs no argument. Calling =RAND() will generate a random
variable uniformly distibuted between 0 and 1.
The other arguments for the random variable functions define the probability distribution. For
example, the normal probability distribution is defined by its mean and standard deviation. For
example, to create a normally distributed random variable with mean of 100 and a standard
Michael C. Ehrhardt                                    Page 2                                              8/7/2012
deviation of 10 (which corresponds to the distribution from IQ tests), you would enter
=NORMINV(RAND(),100,10). The function takes the value of RAND() and converts this uniformly
distributed variable into a normally distributed variable with a mean of 100 and a standard
You can use the Function Wizard to create random variables for the inputs. Here is an
explanation of how the random variable functions work. The first argument in the function is itself
a random variable with a uniform
51a4ebc7-9b1c-45d8-9bf3-4586e01e1e3c.xls distribution between 0 and 1. This is given by the Excel function
Simulation Inputs
=RAND(); notice that RAND needs no argument. Calling =RAND() will generate a random
variable uniformly distibuted between 0 and 1.
The other arguments for the random variable functions define the probability distribution. For
example, the normal probability distribution is defined by its mean and standard deviation. For
example, to create a normally distributed random variable with mean of 100 and a standard
deviation of 10 (which corresponds to the distribution from IQ tests), you would enter
=NORMINV(RAND(),100,10). The function takes the value of RAND() and converts this uniformly
distributed variable into a normally distributed variable with a mean of 100 and a standard
deviation of 10. The output would be a normally distributed random variable with a mean of 100
and a standard deviation of 10.

As stated above, the first argument in the random variable functions will be a random variable
with a uniform distribution. The other arguments will be the parameters that define the
distribution, and they are obtained from Step 2.

Because we want Growth to be correlated with Unit Sales, we must add another random
variable. We call this a Demand Indicator. It is uniformly distributed, and it will be the first
argument of the random variable function for Unit Sales. The other arguments for the triangular
distribution of Unit Sales are the lower bound, the most likely value, and the upper bound. So the
function would be =TRIANINV(Demand Indicator,lower bound,most likely, upper bound), where
Demand Indicator is itself a uniform random variable created by RAND(). TRIANINV takes the
uniformly distributed variable Demand Indicator and coverts it into a variable that has a triangular
distribution with the specified lower bound, most likely, and upper bound.

To create the correlated Growth, we must create another uniformly distributed random variable
that has the desired correlation with Unit Sales (which itself is driven by the Demand Indicator
variable). The CORAND function does this. CORAND's first argument is the correlation and its
second argument a uniformly distributed random variable. For example, =CORAND(0.9,Demand
Indicator) would create a uniformly distributed random variable that has a 0.9 correlation with
Demand Indicator. To get a normally distributed random variable for Growth that is correlated
with Unit Sales, we use the function =NORMINV(CORAND(Correlation,Demand
Indicator),Mean,Standard Deviation). (Note: CORAND can also create more than two random
variables that have a desired correlation matrix, but this is beyond the scope of this model. See the
Simtools web site listed above for more details on this feature.)

Input                    Function                 Resulting Random Variable
Sales Price              NORMINV                          \$3.14
Variable Cost            TRIANINV                   #NAME?
Demand Indicator         RAND                              0.74
Unit Sales               TRIANINV                   #NAME?
Correlated with
Demand Indicator         CORAND                     #NAME?
Growth Rate              NORMINV                    #NAME?

Notice that the resulting random variables change each time the spreadsheet peforms a calculation.
To see this, hit the F9 key.

We have replaced the input values for Sales Price, Variable Costs, Unit Sales, and Growth in Part 1
of Table 13-3, shown below, with links to the random variables shown above. Therefore, every time
the spreadsheet peforms a calcualtion, it also is finding a new NPV, based on the new set of inputs.
To see this, try hitting F9.

Michael C. Ehrhardt                                    Page 3                                                8/7/2012
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Original    New, based on current simulation
Sales Price =         \$3.00        \$3.14
Variable Cost =         \$2.10    #NAME?
Unit Sales =      20,000      #NAME?
Growth =           0.0%     #NAME?

NPV =         \$5,809 #NAME?

Step 4: Run the Simulation and Analyze the Results

The full model for the capital budgeting project is shown below. We include it because it is required
for all the calculations, but you won't need to modify it (or even look at it) to do the simulation.
The simulation will automatically pull seleced inputs and outputs from this model. To run the
simulation, click on the Tab named Run Simulation and follow the directions on that sheet.

Note: There is no need to change anything below here. This is the same analysis as in IFM9 Ch 13 Tool Kit.xls .
Model for Evaluating A New Capital Budgeting Project:

Table 13-4. Analysis of a New (Expansion) Project

Part 1. Input Data (in thousands of dollars)
Key Output: NPV            = #NAME?
Building cost (= Depreciable basis)  \$12,000
Equipment cost (= Depreciable basis) \$8,000                        Market value of building in 2008                 \$7,500
Net Operating WC / Sales                 10%                       Market value of equip. in 2008                   \$2,000
First year sales (in units)         #NAME?                         Tax rate                                            40%
Growth rate in units sold           #NAME?                         WACC                                                12%
Sales price per unit                    \$3.14                      Inflation: growth in sales price                   2.0%
Variable cost per unit              #NAME?                         Inflation: growth in VC per unit                   2.0%
Fixed costs                            \$8,000                      Inflation: growth in fixed costs                   1.0%

Part 2. Depreciation Schedule a                                                Years                           Cumulative
1              2              3            4          Depr'n
Building Depr'n Rate                                        1.3%             2.6%         2.6%         2.6%
Building Depr'n                                             \$156             \$312         \$312         \$312         \$1,092
Ending Book Val: Cost - Cum. Depr'n                       11,844           11,532       11,220      \$10,908

Equipment Depr'n Rate                                      20.0%            32.0%        19.0%         12.0%
Equipment Depr'n                                          \$1,600           \$2,560       \$1,520          \$960        \$6,640
Ending Book Val: Cost - Cum. Depr'n                        6,400            3,840        2,320        \$1,360

a
The indicated percentages are multiplied by the depreciable basis (\$12,000 for the building and \$8,000 for the equipment)
to determine the depreciation expense for the year. The correct depreciation percentages for the building depend upon the

Part 3 of Table 13-4. Net Salvage Values in 2009
Building      Equipment         Total
Estimated Market Value in 2010                            \$7,500          \$2,000

Michael C. Ehrhardt                                         Page 4                                                      8/7/2012
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Book Value in 2010b                                          10,908            1,360
Expected Gain or Lossc                                       -3,408              640
Taxes paid or tax credit                                     -1,363              256
Net cash flow from salvaged                                  \$8,863           \$1,744      \$10,607

b
Book value equals depreciable basis (initial cost in this case) minus accumulated MACRS depreciation. For the building, accumulated
depreciation equals \$1,092, so book value equals \$12,000 - \$1,092 = \$10,908. For the equipment, accumulated depreciation equals \$6,640,
so book value equals \$8,000 - \$6,640 = \$1,360.

c
Building: \$7,500 market value - \$10,908 book value = -\$3,408, a loss. This represents a shortfall in depreciation 'taken versus "true"
depreciation, and it is treated as an operating expense for 2008. Equipment: \$2,000 market value -'\$1,360 book value = \$640 profit. Here
the depreciation charge exceeds the "true" depreciation, and the difference is called "depreciation recapture". It is taxed as ordinary
income in 2009. The actual book value at the time of disposition depends on the month of disposition. We have simplified the analysis and
assumed that there will be a full year of depreciation in 2009.
d
Net cash flow from salvage equals salvage (market) value minus taxes. For the building, the loss results in a tax credit, so
net salvage value = \$7,500 - (-\$1,363) = \$8,863.

Part 4 of Table 13-4. Projected Net Cash                                                Years
Flows (Time line of annual cash flows)                     0              1               2            3              4
2004           2005            2006         2007           2008
Investment Outlays: Long-Term Assets
Building                                                 (\$12,000)
Equipment                                                  (8,000)

Operating Cash Flows over the Project's Life
Units sold                                                              #NAME?         #NAME?        #NAME?        #NAME?
Sales price                                                                \$3.14          \$3.20         \$3.26         \$3.33
Sales revenue                                                           #NAME?         #NAME?        #NAME?        #NAME?
Variable costs                                                          #NAME?         #NAME?        #NAME?        #NAME?
Fixed operating costs                                                      8,000          8,080         8,161         8,242
Depreciation (building)                                                      156            312           312           312
Depreciation (equipment)                                                   1,600          2,560         1,520           960
Oper. income before taxes (EBIT)                                        #NAME?         #NAME?        #NAME?        #NAME?
Taxes on operating income (40%)                                         #NAME?         #NAME?        #NAME?        #NAME?
Net Operating Profit After Taxes (NOPAT)                                #NAME?         #NAME?        #NAME?        #NAME?
Add back depreciation                                                      1,756          2,872         1,832         1,272
Operating cash flow                                                #NAME?         #NAME?        #NAME?        #NAME?

Cash Flows Due to Net Operating Working Capital
Net Operating Working Capital (based on sales) #NAME?                   #NAME?         #NAME?        #NAME?             \$0
Cash flow due to investment in NOWC            #NAME?                   #NAME?         #NAME?        #NAME?        #NAME?

Salvage Cash Flows: Long-Term Assets
Net salvage cash flow: Building                                                                                        \$8,863
Net salvage cash flow: Equipment                                                                                        1,744
Total salvage cash flows                                                                                              \$10,607

Net Cash Flow (Time line of cash flows)                 #NAME?          #NAME?         #NAME?        #NAME?        #NAME?

Michael C. Ehrhardt                                          Page 5                                                       8/7/2012
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Part 5 of Table 13-3. Key Output and Appraisal of the Proposed Project

Net Present Value (at 12%)      #NAME?
IRR                             #VALUE!
MIRR                            #NAME?

Michael C. Ehrhardt                         Page 6                                 8/7/2012
51a4ebc7-9b1c-45d8-9bf3-4586e01e1e3c.xls                                                            Simulation Inputs

If you get an error box like this picture, which is not an actual error message, then you have not correcly installed

This is a picture of the error message,
not an actual error message.

ation of Simulation.doc ."

Michael C. Ehrhardt                                   Page 7                                                  8/7/2012
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Michael C. Ehrhardt                        Page 8           8/7/2012
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E40
E41

E52
E53
E54

E132
E65
E66
E67

E81
F132

Michael C. Ehrhardt                        Page 9                   8/7/2012
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F132

F134
E79
E80

Michael C. Ehrhardt                        Page 10                  8/7/2012
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For the building, accumulated
ated depreciation equals \$6,640,

eciation 'taken versus "true"
0 book value = \$640 profit. Here
ure". It is taxed as ordinary
e have simplified the analysis and

Michael C. Ehrhardt                        Page 11           8/7/2012
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Michael C. Ehrhardt                        Page 12           8/7/2012
51a4ebc7-9b1c-45d8-9bf3-4586e01e1e3c.xls                                      Simulation Inputs

which is not an actual error message, then you have not correcly installed Simtools.xla.

Michael C. Ehrhardt                                    Page 13                        8/7/2012
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Michael C. Ehrhardt                        Page 16           8/7/2012
Running a Simulation

To run or re-run the simulation, you must first select the range for the simulation. To do this, click Edit
in the menu bar, then select Go To. In the resulting dialog box, select Sim1000 and click OK. This should
highlight and take you to the selected range where you will also find directions for the next step. This is
similar to a data table, with 1000 rows. The difference is that the table will have four input variables
(Sales Price, Variable Cost, Unit Sales, and Growth) and one output, NPV. The table will repeat the
calculation 1000 times, with new inputs each time, based on the random variables for the inputs.

Output of Simulation
Trial                                Variable
Number        Index     Sales Price     Cost     Unit Sales   Growth         NPV
SimTable     3.136085     #NAME?     #NAME?       #NAME?       #NAME?
1           0    3.344219     2.010324   24856.15       0.14033    45835.14     While the table is still highlighted,
2    0.001001    2.671979     1.860983   19085.77      -0.04824     -326.753    click Tools on the menu bar, then
3    0.002002    3.332679      2.04819   22450.77      -0.06968    20829.75     select the submenu SimTools. Then
4    0.003003     2.45076      2.14764   16575.04      -0.26487     -20194.4    click on Simulation Table. See
5    0.004004    3.606256     1.980434   27487.68     0.264862     88914.83     picture to the right for details.
6    0.005005    3.124987     2.125232    19428.8      -0.06928    5323.878
7    0.006006    3.072561     1.798165   19602.11     0.121301     26941.55     If you do this correctly, a new
8    0.007007    2.249869     2.211179    19383.2      -0.29391     -25801.8    simulation analysis will run. This
may take 10 or 15 seconds,
9    0.008008    3.267513     2.099481   19677.98      -0.04279    12642.32
depending on your computer. All the
10    0.009009     2.99168     2.070056   23005.97      -0.07527    7793.301
numbers in the Simulation Table will
11     0.01001    2.306743     1.604273   23087.83     0.055401     4978.957     change, reflecting the output of the
12    0.011011    3.163369     1.814547    20703.5     0.029862     26288.14     1000 new simulations.
13    0.012012    3.809574     2.002456    17263.3         -0.118   21841.48
14    0.013013    3.283728     2.171475   21495.53      -0.06632    12773.49     Click on the Tab Simulation
15    0.014014    2.958616     2.032201   18835.38      -0.06834    2171.168     Summary to see a summary of the
16    0.015015    2.954029     2.064737   26564.49     0.203731     28880.96     Simulation results.
17    0.016016    2.865786     1.884869   18196.71      -0.15195     -174.241
18    0.017017    2.783899     2.299594   24311.11     0.083249      -3767.36
19    0.018018    2.580154     1.741092   24098.75     0.070729     13522.74
20    0.019019    3.021595     1.878241   18051.48       0.24155    25190.76
21     0.02002    3.569177     2.458882   20208.42      -0.06213    10417.95
22    0.021021    3.228953      1.61142   21114.32     0.136919     48434.41
23    0.022022     3.13825     1.481426   19897.98     0.201982     52593.24
24    0.023023    2.320346     1.886667   24214.95     0.289011     322.2761
25    0.024024     3.04624     2.234218   17077.82      -0.16996     -6688.59
26    0.025025    3.424948     2.240379   21275.77      -0.10718    12662.79
27    0.026026    3.419958     2.271611   23848.81          -0.03     20615.7
28    0.027027    2.442261     2.001618   26969.87     0.116044      -2443.59
29    0.028028    2.377316     2.078465   22685.26      -0.03208     -15438.5
30    0.029029    3.649188     2.202791   19911.46     0.026568     27473.21
31     0.03003    3.136236     1.718684   21975.92     0.049575     34049.76
32    0.031031    2.894336     2.078272   21881.99      -0.09995      1389.48
33    0.032032    3.345476     1.731715   28103.97     0.092015       66742.2
34    0.033033    3.508583     1.886149    22845.6     0.047479     45251.74
35    0.034034     3.44579     2.012041   22576.31     0.180427     48187.89
36    0.035035    3.024858      2.16702   28741.59     0.236691     33566.97
37    0.036036    3.005822     2.266944    20605.3      -0.01801     -104.665
38   0.037037    3.13837    1.838454   25633.11   0.071861    39912.83
39   0.038038   3.300053    2.219567   18536.35   -0.19226    1296.595
40   0.039039   2.979374    2.344223   25532.53   0.104374    6114.429
41    0.04004   2.910182    1.777651   21962.36   0.005472     18868.8
42   0.041041   2.477277    2.102568   19478.04   -0.07852    -15014.4
43   0.042042      2.7463   2.389904   22789.57   0.036893    -12112.2
44   0.043043   2.972157     1.92684   22867.56   -0.02268    15260.96
45   0.044044   2.684168    2.113839    20228.9   -0.13397    -9405.38
46   0.045045   3.312389    2.467607   24344.16   -0.09349     5518.89
47   0.046046    3.01327    1.816903   24392.57   0.047355    29747.56
48   0.047047   3.263453    2.050407   17121.87   -0.15365    4068.638
49   0.048048   3.359148    1.927774   23922.45   -0.05102    31287.13
50   0.049049   3.236171    2.246825   26785.68   0.214797    36502.63
51    0.05005   3.233311    1.865939   21553.16   -0.23524    12245.67
52   0.051051   2.939795    1.624541   19041.85   -0.32864     2725.14
53   0.052052   2.662589    1.939826   19557.57     -0.0152   -1640.94
54   0.053053   3.319823    1.912103    16889.7   -0.21437    5828.123
55   0.054054   2.898264    2.126876   17442.46   -0.21566    -8390.39
56   0.055055   3.115585    1.996579   23485.53   0.067801    25372.95
57   0.056056   2.463544    2.139631   22609.47   0.083773    -12600.6
58   0.057057   2.894281    1.514183   21764.31   0.065231    33306.33
59   0.058058   2.912086     2.21975   21368.62   -0.11818    -4120.31
60   0.059059   2.739038    2.332112   18439.39   -0.20344      -16489
61    0.06006   3.490024    1.793091   17421.31   0.101958    35419.36
62   0.061061   2.819853    2.134763   16864.24   -0.21468    -10924.2
63   0.062062   3.522735    2.223358    23342.1   0.110311     36857.7
64   0.063063   3.502452    1.705941   15841.44   -0.28113    8985.359
65   0.064064   2.909686    2.219201   16595.13   -0.19514    -10674.2
66   0.065065   2.723105    1.763397   19674.25   -0.04952    5487.725
67   0.066066   2.787786    2.433202   21713.37   0.072293      -12227
68   0.067067   3.030892    1.652034    22433.3   0.135836    41067.61
69   0.068068   3.214454     1.84711   20463.48   -0.00588    23878.08
70   0.069069   2.750092    2.166374    26912.9   0.139315    6604.424
71    0.07007   3.494584    1.773538   24658.17   -0.08853    41771.43
72   0.071071   2.810663    1.794406   25459.32   0.065369    24434.68
73   0.072072   2.876052    2.111989   19405.22   -0.09088    -3019.69
74   0.073073   3.120414    2.042644   24607.96    0.23818    39041.77
75   0.074074   2.335909    2.305245    23667.9   -0.05677    -26307.3
76   0.075075   2.918798    2.200586   22308.05     -0.1356   -2822.54
77   0.076076   2.567784    1.723201   18918.75   -0.06707    -45.6457
78   0.077077   2.728181    2.378968   21666.45   0.120506      -11544
79   0.078078   3.190863    2.362018   19291.37     -0.0469   246.6425
80   0.079079   3.263391    1.553529   19325.99   -0.06682    28597.11
81    0.08008   3.018982    1.668894    25286.4    0.10613    45009.48
82   0.081081   3.322056    2.176818   20645.47     -0.0188   14985.09
83   0.082082   2.302413    1.897061   26419.88   -0.02392     -8453.2
84   0.083083   3.095107    1.964908   21130.55   0.033746    18637.44
85   0.084084    2.68865    1.831972   21019.81   -0.06579    3196.358
86   0.085085   3.139441    1.903652   18929.01   -0.00943    15389.44
87   0.086086   2.849427    2.154252   22209.33   0.129345    6046.257
88   0.087087   2.550205    1.750504   28612.14    0.19229    26509.96
89   0.088088   2.577579    1.764201   18292.93   -0.18193    -5390.45
90   0.089089    2.718347     1.97617    15494.34   -0.29887    -12480.9
91    0.09009     3.27821    1.434003     20270.1   0.041775    45869.52
92   0.091091    3.440533    1.652311    27508.85   0.101866    76236.47
93   0.092092    2.804406    2.422412    18654.75   -0.30907    -18242.2
94   0.093093     2.96597    1.935607     25167.9   -0.01632    19091.87
95   0.094094     2.47826    1.844389    18562.46   -0.14643    -9081.93
96   0.095095    2.927392    2.143586    29172.87   0.114672     20729.2
97   0.096096    3.253057    2.302737    24962.55   -0.06573    12123.97
98   0.097097       3.1053   2.324337    22917.14   0.066207    8146.408
99   0.098098    3.411277    2.261706    20994.07   -0.00669    16469.34
100   0.099099    3.598396    1.969981     24088.2   0.029489    47475.14
101      0.1001    2.93956     2.00094    25935.22   -0.00828    16592.78
102   0.101101    2.359707    2.266486    19266.68   -0.12382    -24251.7
103   0.102102    3.000599    1.965071    17745.84   0.064559    9783.678
104   0.103103    3.228302    1.761942    24551.76   0.060768    44429.26
105   0.104104    3.036164    2.223905    17425.44   -0.35981    -10768.6
106   0.105105    2.754093    2.078266    23977.22   0.097745    6231.233
107   0.106106    3.028205    1.689241    25699.86   0.087252    43722.59
108   0.107107    3.216763    2.100543    19425.43   -0.11867    6794.995
109   0.108108    3.637327    1.855474    22617.64   0.138035     61821.2
110   0.109109    2.790707    1.851006    19145.24   -0.21445    -2139.49
111    0.11011    2.494208    1.595951    21920.36   0.014692      9888.3
112   0.111111    3.109549    1.888482     27118.6   0.158928    47505.64
113   0.112112    2.672253    1.845264    22557.07   -0.11577    2168.673
114   0.113113     2.86569    1.880698    26679.57   0.275508    41685.25
115   0.114114    2.876292    1.773654    20607.62   0.008182    15139.21
116   0.115115    2.596016    2.436436    27700.89   0.057768    -19602.1
117   0.116116    2.657038    2.098604    16433.15   -0.17163    -13403.8
118   0.117117    3.215659    1.974156    16682.13     -0.1299   5047.574
119   0.118118    3.236062    2.271325    24619.47   -0.04732    13207.89
120   0.119119    3.008714    1.842715    16449.96   -0.22567    -768.701
121    0.12012    2.835366    2.024119    17081.06   -0.04583    -3001.28
122   0.121121    2.719746    2.190104    20679.32   -0.07306    -9021.01
123   0.122122     2.68546    1.883763    22832.01   0.181099    15311.94
124   0.123123    3.522398    2.073958    17942.43   0.086792    26522.95
125   0.124124    3.091041    2.005336    22022.64   0.037723    18831.37
126   0.125125        3.074   2.363208    25831.62   0.194084    15288.65
127   0.126126    2.902638     2.13754    21792.19   0.156297    10089.44
128   0.127127    3.047569         2.07   24582.42   0.023471    17935.03
129   0.128128    2.410633    2.365107    23586.44   0.141856    -25793.8
130   0.129129    2.786526    1.853852    17176.05   -0.06465    135.8113
131    0.13013    3.927249    2.080557    20635.82   -0.10777    33172.67
132   0.131131     2.59013    2.000322    21988.75   -0.00504     -3651.1
133   0.132132    3.219171    2.234359     24254.3   0.031224    17996.26
134   0.133133    3.122805    2.160941    18586.57   -0.11195    1143.997
135   0.134134    2.826871    2.261162    19189.26     -0.1421   -10634.4
136   0.135135    2.507403    2.001786    27894.94   0.172425    4469.598
137   0.136136    3.007408    2.096511    19035.31   0.163232    12266.96
138   0.137137    2.451775    1.577394     24457.7   0.091741    17235.41
139   0.138138     3.34611    2.019124     22047.8   -0.08602    20516.46
140   0.139139    2.876389    1.794908    19054.05   -0.14567    4184.798
141    0.14014    3.159801    1.896281    19860.44   -0.15842    10161.31
142   0.141141   3.358212    1.754524   22136.65   -0.00459    37639.78
143   0.142142   3.058514    2.137203    19707.1   -0.03125    4746.876
144   0.143143   2.835149    1.912424   20179.89   -0.08925    3261.088
145   0.144144   2.542268    2.217217   19618.27   -0.04079    -16130.1
146   0.145145   2.615558    1.450209   19990.26   0.094304    21785.99
147   0.146146    2.70659    2.028813   20235.17   -0.03872    -3253.46
148   0.147147   3.295181    2.223501   20830.97   0.095309    19078.75
149   0.148148   3.387687    1.782739   24245.18   0.085296    52834.04
150   0.149149   3.199369    2.003474   22418.35   0.059263    25913.27
151    0.15015    3.23766    1.679072   18638.48   -0.07529    21314.11
152   0.151151      3.3679   2.012205   21761.04     -0.0928   20500.67
153   0.152152   2.857658    1.739981   21819.17   -0.15335    9357.311
154   0.153153    3.15063    1.859053   21128.88   -0.00111    22884.19
155   0.154154   3.064177    1.708987   28106.93   0.194065    63113.02
156   0.155155   2.655376    1.738692   26642.54   0.144512    26872.13
157   0.156156   2.936368    1.876798   19871.23    0.03261    13307.32
158   0.157157   2.526837    2.002026   24280.08   0.118264    -283.602
159   0.158158   3.304031    2.023426   26423.69   0.241496    57808.34
160   0.159159   2.847748     2.08635   20408.07    0.02219    2109.152
161    0.16016   2.709599     1.88545   22059.68   -0.09597    2186.788
162   0.161161   3.059404    2.029349   27867.86   0.037949    27629.51
163   0.162162   2.764837    2.059918    16470.2   -0.10932     -8437.9
164   0.163163   3.186258    1.937343    23382.1   -0.00775    25689.77
165   0.164164   2.914311    2.416161   26740.04   0.109301    -55.0123
166   0.165165   3.511407    1.831229   19905.99   -0.08685    27543.68
167   0.166166   3.065456    1.792503   16542.01   -0.20631    2514.081
168   0.167167   2.694368    2.108772   18437.12   -0.17533    -11266.7
169   0.168168   3.690437    2.283166   25272.57   0.268835    65228.77
170   0.169169   2.221964    2.362441   24145.38   0.151511    -35939.1
171    0.17017   2.414019    1.807693   25280.77   0.060576    3069.108
172   0.171171   2.893753    1.928039   18763.96   -0.16837    -413.006
173   0.172172   3.178031    2.346019   21295.75   0.071357    8160.035
174   0.173173   2.612873    2.096937   28880.36   0.165367    5794.611
175   0.174174    2.50882    1.937646   20178.93   -0.12752    -9161.18
176   0.175175   3.029051    2.047752   17434.86   -0.07781     1332.34
177   0.176176   3.112825    1.769693   24440.59   0.090275    40725.07
178   0.177177   2.761986    1.762791   20648.27   -0.00599    10547.46
179   0.178178   3.421304     1.79127   26708.52    0.17957    74181.37
180   0.179179   3.054066    2.050524   24941.06   0.306187    40938.53
181    0.18018   2.691041    1.896045   23287.56    0.02509    7811.157
182   0.181181   3.329586     1.96257   22231.41     -0.1028   21281.84
183   0.182182   2.491624    2.311982   25020.96   0.100057    -18670.6
184   0.183183   3.259536    1.939249   18562.14   -0.05292    14889.28
185   0.184184   3.181112     1.76768   17743.33   -0.08538    14184.94
186   0.185185   3.161302    1.987048   21205.83   -0.27146    4589.257
187   0.186186   3.117299    2.092411   23810.13   0.059009    20903.85
188   0.187187   3.235028    2.108047   18504.84   -0.18559    2781.468
189   0.188188   2.611033    2.012868   18632.58   -0.01274     -6934.3
190   0.189189   2.906415    1.985058   26199.23   0.088449     22181.8
191    0.19019   2.897928    1.650396   15553.89   -0.25169    -1241.83
192   0.191191   3.586517    2.126649   26075.78   -0.16307    28372.99
193   0.192192   2.736219     1.69307   26985.46   0.297622    49064.56
194   0.193193    3.174868    2.173025    23309.78   0.083378    20289.87
195   0.194194    3.087196    2.205233    25587.78    0.37502    39382.71
196   0.195195    3.373881    2.121479    25085.47   0.024571    31933.15
197   0.196196    2.682846     2.22393    18699.29   -0.12108    -13657.3
198   0.197197    2.358348    1.558036    17219.08   -0.11204     -4866.8
199   0.198198    3.181588    2.232234    24024.91   0.164245    24241.32
200   0.199199    2.529728    2.033343    25418.79   0.126136    -420.002
201      0.2002   3.159189    1.733161    20243.36   -0.02712    24107.29
202   0.201201    2.715163    2.163846    26584.02   0.072659    1696.499
203   0.202202    3.327925    1.990266    15885.23     -0.1015   7187.914
204   0.203203    3.338578    1.828668    17357.25   -0.14415    12734.97
205   0.204204    3.198942       1.9613   26909.13   0.207339    52818.75
206   0.205205    2.385411    2.079955    22479.36   -0.05105    -15541.5
207   0.206206    3.442069    2.243552    18069.41   -0.01087    12003.27
208   0.207207    2.639582    2.124887    19688.07   -0.07155    -10230.3
209   0.208208    2.806077    1.498844    21323.52   0.061382    28718.12
210   0.209209    3.544522    1.707725    24877.13   0.243156    88847.84
211    0.21021    2.692742    1.833612    29589.71   0.480738    58846.58
212   0.211211    2.627527    2.122455    19811.86   0.064377    -7303.85
213   0.212212    3.683504    2.071788    22673.72   -0.01361    38433.62
214   0.213213    2.830951    1.955045    19934.23   0.037468    6556.355
215   0.214214    2.373378    2.096768    22010.62   -0.00333    -16248.7
216   0.215215    2.962449    1.747415    20166.79   -0.02975    16234.71
217   0.216216    3.329369    2.246448    22725.87   -0.07052    13568.85
218   0.217217       3.5366   1.809655    19459.13   0.046276    38679.59
219   0.218218    2.156443    2.027246    22646.71   0.106142    -21426.5
220   0.219219    3.240816    1.642093    19939.98   -0.09018    24883.41
221    0.22022    2.797563    2.217039    23778.93   0.127427     2172.15
222   0.221221    2.610365     1.99579    17540.16   -0.14727    -10599.6
223   0.222222    2.749229    1.849164    22573.57   -0.00091    10027.52
224   0.223223    3.104401    1.888525    20682.11   -0.17445    9404.378
225   0.224224    3.217576    1.733238     18588.8   -0.04539    20764.14
226   0.225225    2.950276    2.361016    22018.66     -0.0328   -4757.89
227   0.226226    3.021977    2.062821    17040.69   -0.03308    1743.324
228   0.227227     2.87157    2.108158    23178.28   0.078977    8512.253
229   0.228228    2.947685    1.843596    18098.56   -0.10551    4941.101
230   0.229229    2.916162    1.671349    16266.96   -0.11981    4947.586
231    0.23023    3.353502    2.146416    20009.14   0.065672    21111.33
232   0.231231    3.583403    1.609887    23040.41   -0.04648    51283.91
233   0.232232    2.752884    1.570706    17477.93   -0.15908    3915.855
234   0.233233     2.98776     2.14591    25879.34   -0.00069    12215.33
235   0.234234    2.965986    2.048273    23113.78   0.072546    15408.27
236   0.235235    2.690795    1.989471    20572.58   -0.07854    -3282.06
237   0.236236    3.164118    2.160098    17833.68   -0.21839    -2468.86
238   0.237237    3.259919     2.09982    20909.58   0.093971    23136.77
239   0.238238    3.365961    2.363665    23570.75   0.148209    24911.09
240   0.239239    3.021166    2.021908    19998.97   -0.09945    4972.427
241    0.24024    3.180911       1.8045   19652.54   0.011601    23443.15
242   0.241241    3.162754    1.587419    17887.08   0.151111    36646.44
243   0.242242    2.967011    2.375159    19105.62   -0.12032    -9532.22
244   0.243243    3.499683    2.487339    20041.36    0.02737    11078.28
245   0.244244    2.637413    1.980833    22585.83   0.022328     688.678
246   0.245245   2.980017   1.718244    18544.63   -0.31126    1430.833
247   0.246246   3.032715   1.953528    28371.32   0.258204    51186.62
248   0.247247   2.690494      1.7635   17937.57   -0.08442    436.1637
249   0.248248   3.075392   1.782207    21314.98   -0.04703    20408.02
250   0.249249   2.889816   1.920243    20729.57   -0.35677    -4082.87
251    0.25025   3.066298   1.991674    19489.55   -0.17061    3516.696
252   0.251251   2.563367   1.838849    19743.09   -0.15463    -5576.62
253   0.252252   2.989269      2.0834   22124.66   0.114167    15355.57
254   0.253253   3.528112   1.904756    16832.49   -0.18687    12086.25
255   0.254254   3.111106   2.280637    24470.89    0.18481    19667.11
256   0.255255   2.575778   2.003681     18350.4   -0.04325    -8802.13
257   0.256256   2.734429   1.605777    20245.36   -0.18681     5744.19
258   0.257257   3.457144   2.205675    19683.79   -0.11894    11289.59
259   0.258258    3.08994   2.055062    22826.06     -0.0346   13995.74
260   0.259259   3.511129   1.762887    19406.58   -0.03301    32603.72
261    0.26026   3.349061   2.120431    24857.64   0.261544    51470.95
262   0.261261    3.69324   1.913523    20854.47   -0.07947    34007.99
263   0.262262    3.26364    1.71621    22860.39   0.191411    56753.35
264   0.263263   3.177657    1.84911    21568.49   0.191523    40715.26
265   0.264264   3.043372   2.426899    24476.32   0.012654    265.1223
266   0.265265   2.607387   2.083595    26870.87   0.115107     2147.61
267   0.266266   2.906211   1.832665    20795.72   -0.02976    12295.11
268   0.267267    2.93458   2.088957    25292.73   0.355227    34462.62
269   0.268268    3.21099   1.521078    19785.26     -0.0802   28234.91
270   0.269269    3.09566    1.93938    18779.37   -0.06533    9499.564
271    0.27027   3.321225   2.116005    26176.05   0.136686     41679.3
272   0.271271   2.930923   1.975717    15981.75     -0.3662   -9508.86
273   0.272272   3.760477   2.288791    23339.87   -0.03221    32720.14
274   0.273273   3.351814   1.911662    21449.91   0.111175    38605.86
275   0.274274   3.344005    1.44827    19985.44   0.024533    45153.08
276   0.275275   2.983547   2.080023    26744.91   0.293037    37187.51
277   0.276276   3.336488   2.049971    19838.51   0.141845    29391.31
278   0.277277   3.101206   1.597648    21524.16   -0.00676    31911.07
279   0.278278   2.528685    2.19779    21031.64   0.046949    -13870.9
280   0.279279   2.755546   1.896277    22946.99   0.099037    13946.39
281    0.28028   2.801008    2.04478     21745.7   0.106604    7362.323
282   0.281281   2.919176   2.316118     24509.4    0.10002     3034.24
283   0.282282   2.897546   2.419729    21325.36   0.054305    -7579.12
284   0.283283   2.965125   2.366366    20449.66     -0.2832   -11719.3
285   0.284284   3.553183   2.006199    22366.38   -0.09188    28760.78
286   0.285285   3.521951   2.342338    18989.08    0.02816    15355.03
287   0.286286   2.743276    1.54687    20391.29   -0.11053    11732.96
288   0.287287   2.962746   1.997887    20023.38   -0.00939     7867.53
289   0.288288   3.044091   2.393863    21972.01   0.133065    3454.555
290   0.289289   2.742449    2.36113    24146.97   0.075091    -9279.22
291    0.29029   3.082434    1.58778    24073.54   -0.07822    32302.72
292   0.291291   3.097067   2.042171    27321.86   0.173501    38756.78
293   0.292292   2.635837   1.737323    28234.57   0.289674    40546.35
294   0.293293   3.068354   1.602319    21453.24   0.078345    37208.05
295   0.294294   3.360688   2.032546    19683.74   -0.06883     16593.2
296   0.295295   3.168492   2.008294    21262.47   0.015669    18977.19
297   0.296296   3.273586   1.613298    22909.78   0.116956    54690.23
298   0.297297    2.986443    2.419426    21292.94   -0.21338    -10620.3
299   0.298298    3.165824    2.226451    19780.44     -0.0929   2871.795
300   0.299299    2.946066    1.911817    29013.07   0.335437    57639.57
301      0.3003   2.756071    2.322243    20096.97   -0.05415    -12428.9
302   0.301301     2.69512    1.959472    26907.84   -0.15455      2056.1
303   0.302302    3.047841    2.076737    21318.47   -0.00899    10234.33
304   0.303303       2.6662   2.294149    20957.08   0.012914    -12916.4
305   0.304304     3.05374    2.334864    20448.95   0.115672    3876.389
306   0.305305    1.660228    2.239812    21636.07   -0.00545    -50290.4
307   0.306306    2.385621    1.682061    18588.06   0.188185    3870.388
308   0.307307    3.059162    2.243307     27134.4   0.204232    25016.78
309   0.308308    3.037538     1.70727    21234.42   0.196307    40343.91
310   0.309309    3.104582    1.835299    20734.71   0.006704    21658.71
311    0.31031    2.820503    1.638006    15969.55   -0.09691    3783.816
312   0.311311    3.489916     2.16613    23461.29   0.065866    34676.53
313   0.312312    2.919677     1.94084     18501.2   -0.19205    -1240.54
314   0.313313     2.92191    2.162519    16153.39   -0.19207    -9420.44
315   0.314314    3.644822    2.345337    16965.27   -0.25697    1600.712
316   0.315315    2.938635    1.861266    19689.92   -0.18974    3190.777
317   0.316316    2.915146    1.596994    27287.28   0.333013    75217.46
318   0.317317    2.581908    2.162704     18615.7     -0.1973   -15913.4
319   0.318318    3.164985    1.976437    25130.46     -0.1017   20325.67
320   0.319319    2.754205    2.066448    19609.29   -0.02278    -3139.46
321    0.32032     3.07979    1.821584    18688.34   -0.06467     12632.4
322   0.321321    2.706396    2.419667    17992.95   -0.31773    -20611.1
323   0.322322    2.676478    2.331902    18574.34   -0.16027    -17549.7
324   0.323323    2.824668     1.64593     21343.8   0.056998    22871.43
325   0.324324    2.778546    2.087701    22535.65   -0.04925    -611.118
326   0.325325    2.693314    2.081291    19336.06   -0.01564    -5872.77
327   0.326326    3.183519    2.141968     20022.8   0.075587    15037.83
328   0.327327    3.029332    2.123642     16351.9   -0.08062    -2512.63
329   0.328328    3.106773     2.12228    22429.35   0.026079    14510.87
330   0.329329    2.519559    1.842628    23336.54   -0.08803    -1420.67
331    0.33033    3.173027    2.048329    17357.02   -0.23718    -855.683
332   0.331331    3.413927    2.123567    20006.11   -0.29525    4713.079
333   0.332332    3.014328    1.610734    20233.85   -0.03187    23048.39
334   0.333333    3.614474     2.04883    22508.79   0.077626     44395.7
335   0.334334    3.258652    2.248076     22503.5   0.327462    36321.49
336   0.335335    2.681721    2.014076     22532.5   0.046314    1967.349
337   0.336336    3.096272    2.398313    24736.93   0.049755    5905.714
338   0.337337    2.951146    2.073963    20607.69   0.120338    11595.25
339   0.338338    2.977979    1.927019    22797.24   -0.13717    9323.394
340   0.339339    3.315291    2.153424     24124.3   0.005823    24241.77
341    0.34034    2.975395    2.019133    18781.25   -0.04396    4024.067
342   0.341341    2.719038    1.552646    20187.59   0.141198    25366.12
343   0.342342    2.680246       2.0729   20529.74   0.002492    -4288.52
344   0.343343    2.890958    2.037356    20533.93   0.146934    11774.82
345   0.344344    3.556482    2.435257    20461.25   -0.12287     8267.72
346   0.345345    2.466436    2.181585    22781.98   0.266159    -11231.3
347   0.346346    2.669407    2.193625    18707.53     -0.0579   -11994.7
348   0.347347    2.711729    1.836005    17654.92   -0.04335    -75.2065
349   0.348348     2.76917    1.975601    25305.45   0.045496    11596.51
350   0.349349    3.025709    1.835135    15575.16   -0.50424    -9173.65
351    0.35035    3.120551    2.411336    18732.64   -0.04713    -4396.24
352   0.351351    3.048219    2.194975    23819.91   0.061237    12802.32
353   0.352352    3.365437    2.058074       21492   0.205178    40375.73
354   0.353353    3.246032    2.308186    23381.01   0.199104    24502.98
355   0.354354    3.002361    1.725074     28297.8   0.264402    66694.57
356   0.355355    2.854186    1.976677    16305.36   -0.24115    -7742.27
357   0.356356    3.092233    1.932264    24664.87   0.068663    30101.94
358   0.357357     2.47854    1.871096    22665.49   0.060295    80.25804
359   0.358358     2.99079    2.094977    25286.35    0.10713    20214.58
360   0.359359    3.635758    2.298545    21906.09   0.030021    28416.79
361    0.36036    3.055123    1.824599    20165.31   -0.14964    10211.21
362   0.361361    2.718203    1.854188     22818.2   0.084071    13190.08
363   0.362362    3.066363    1.761133    19800.28   0.095589     26951.7
364   0.363363    2.899938    2.110534    22474.64   0.196511    14602.73
365   0.364364    2.934334    2.310956    21920.69   0.087355    490.9087
366   0.365365    3.116671    2.394999    21587.48     -0.1676   -4540.34
367   0.366366    3.045172    2.396734       18064   -0.10741    -8530.98
368   0.367367    3.090722    1.540137    18784.41    0.00212    26871.76
369   0.368368    3.034043    1.789779    23172.89   -0.00737    25188.47
370   0.369369    2.817131    1.619428    28209.46   0.094898    43048.74
371    0.37037    2.475988    2.316888    19920.86   0.065417    -21176.3
372   0.371371    2.791993    1.896302    24604.62   -0.11844    7172.369
373   0.372372     3.53704    2.158669    25388.63   -0.01158    35528.79
374   0.373373    2.830092    2.233955    23605.84   -0.12547    -5617.68
375   0.374374    2.584505    1.589618    20265.65   -0.09223    5840.098
376   0.375375    2.994172    2.000501    24527.63   0.129508    25579.86
377   0.376376    2.549812    1.826424    21567.96   -0.00664    1258.325
378   0.377377    3.439094    2.183592    21034.88   0.131548    30340.23
379   0.378378    3.193164     1.70744    22473.95   0.134075    46270.17
380   0.379379    2.993962    1.703168    24016.98   -0.00256    29513.28
381    0.38038    2.837995    2.300187    21261.28   -0.02282    -7093.48
382   0.381381    3.284191    2.011965    17127.29   -0.02322    11821.91
383   0.382382     2.86417    2.027916    24531.62   0.063242    13393.36
384   0.383383    2.088117    1.861356     16973.1   -0.40429    -22291.2
385   0.384384    3.479671    2.204656    15543.66   -0.22015    175.4401
386   0.385385    2.681643    2.297564    19205.52   -0.20082    -16663.5
387   0.386386    2.852792    1.730261    21443.21   -0.05774    13840.22
388   0.387387    2.756735    2.179349     20355.6   0.056434    -4131.82
389   0.388388    3.356346    2.173087    19599.84   -0.04139    13030.54
390   0.389389    2.658909    2.094587    24228.35   -0.14163    -6605.36
391    0.39039    3.316103    2.187617    22865.79   0.166593    31474.31
392   0.391391     3.66647    2.273003    17825.98   -0.12514     11380.9
393   0.392392    2.938114     2.04253     17554.1   -0.15704     -3540.4
394   0.393393        3.795   2.122502    25528.28   0.166223     70166.9
395   0.394394    3.268997    1.529169    20902.03   -0.05528    35052.01
396   0.395395    2.590396    2.389064     16139.1   -0.10269    -21731.6
397   0.396396    3.083655    1.904386    21497.15   -0.06046    15719.95
398   0.397397    3.100919    2.392077    16633.49   -0.09888    -8088.42
399   0.398398    3.153749       1.5814   19209.59   -0.08727    22445.03
400   0.399399    3.203991    1.881716    26406.46   -0.05602    31914.49
401      0.4004   3.212738    1.890833    26205.94   0.092221    44415.08
402   0.401401   3.254985   2.016898   29157.76   0.210417     59678.01
403   0.402402   3.261825   2.200082   18039.25   -0.20314     -278.322
404   0.403403   2.658452   1.985241    21112.1   -0.09613     -4201.02
405   0.404404   3.357113   2.256052   23647.21   0.104883     27233.55
406   0.405405   3.088823   1.991997   26203.67   0.114708        33806
407   0.406406   3.143919   2.027573   18628.92   -0.12311     5319.243
408   0.407407   2.576389   2.173657   21935.53   0.016699     -10886.8
409   0.408408   2.729385   2.347337   17479.44         -0.1   -16321.6
410   0.409409   3.238195   2.248993   15849.69   -0.28236     -7126.11
411    0.41041   2.752378   2.094224   26577.39   0.212952      14476.1
412   0.411411   3.955452   1.673876    19141.3   0.057471     59804.74
413   0.412412   3.442545   1.834899    26273.3   0.114359     62934.89
414   0.413413    3.24161   1.651536   22007.48   -0.05078     32932.34
415   0.414414   3.941537   1.722936   18807.95   0.027052     52580.65
416   0.415415    2.49637   2.082591   20155.62   0.186656     -7927.85
417   0.416416   2.817363   1.903479   26883.51   0.073628     22127.77
418   0.417417   2.813555   1.822469   20328.76      0.0455    12241.75
419   0.418418   3.393968    2.27134   22680.91   0.221441     34920.44
420   0.419419   2.946603   1.864651   18628.69   -0.16094     2878.048
421    0.42042   2.632616   1.848397   26588.36   0.207588     22694.26
422   0.421421   3.598841    2.06556    22601.1   0.041376     39830.43
423   0.422422   3.233737   1.676163   17545.59   -0.19417     11784.58
424   0.423423   3.135013   1.972627   27350.65   0.142404     42813.59
425   0.424424   3.067238   2.198251   20963.34   0.142392     12888.77
426   0.425425   2.767978    2.13964   25823.69   0.044474     3811.357
427   0.426426   3.125952   2.208563   23207.77    0.04193     13714.81
428   0.427427   2.408513    1.82977   20570.04    0.18355     613.7895
429   0.428428    3.42018   1.666761   15609.68   -0.30682      6496.73
430   0.429429   3.189663   1.934348   25193.64   0.023145     32389.19
431    0.43043   3.422334   2.186137   28622.01   0.110353     47185.59
432   0.431431   3.171123   2.111777   20746.32   -0.13941     6222.495
433   0.432432   2.792411   1.828897   18225.16   -0.19195     -1935.16
434   0.433433   2.595076   2.076299   20857.94   -0.03236     -8214.12
435   0.434434   3.380689   1.884358   25822.97     -0.0223    41335.84
436   0.435435   2.845213   2.231427   20985.13   -0.15871     -8101.71
437   0.436436    2.92311   2.245706   18942.36   -0.14108     -7606.31
438   0.437437   2.637561   1.958996    25328.1   0.156818     11141.97
439   0.438438   3.170506   2.038265   23443.53   -0.01774     20132.81
440   0.439439   2.363234   1.920392   18798.95   -0.16689     -14609.9
441    0.44044   2.559087   1.965199    19247.9   -0.10956     -8851.12
442   0.441441   3.153781    1.92649   22702.65   -0.02745     21997.29
443   0.442442   3.126015   2.002647   22913.93   -0.02257     18468.23
444   0.443443    3.41044   1.755734   20988.14   0.123295     48202.09
445   0.444444   1.989317   1.856137   19414.44     -0.0556    -22506.3
446   0.445445   3.016699   2.067336   26740.31   0.221917     34579.64
447   0.446446   2.859267   2.161595   19630.86   -0.13197     -6052.23
448   0.447447   3.047923    2.02369   17985.74   -0.23409     -2228.58
449   0.448448   2.769627    2.05004   22226.91   0.020915     2805.677
450   0.449449   2.872973   1.916454   22946.03   0.137251        20982
451    0.45045   3.245187   2.033428   18566.41   -0.07354     10353.99
452   0.451451   3.085673   1.858655   23679.45   -0.08103     20524.09
453   0.452452   3.133149   1.560301   19886.27   -0.17761     18272.77
454   0.453453   3.129181    2.09483    27508.08   0.201627    40259.62
455   0.454454   3.295555   2.175421       27740   0.087391    36110.69
456   0.455455   2.885607   2.078026    23546.47   -0.06031    4760.288
457   0.456456   3.032397   2.249809    23503.02   -0.00238    6019.091
458   0.457457   3.307601   2.195224    17044.96   -0.18593    130.1848
459   0.458458   2.908825   2.016985    26255.92   0.018366    16391.92
460   0.459459    2.90304   1.574911    21272.71   0.042191    27976.51
461    0.46046    3.03031   2.073305    20690.24   0.209203    20546.17
462   0.461461   2.999677   1.671086    20115.69   -0.18528    11275.03
463   0.462462   3.370319    1.49684    21449.02   -0.13094    34817.01
464   0.463463   2.866916    1.61459    24853.94   0.204235    47835.97
465   0.464464   3.270403   2.148118    21711.99   0.012229    18052.63
466   0.465465    3.03771    1.55221    21114.15   -0.01776    29312.89
467   0.466466   2.913373   2.198716    23385.22   0.033734     4464.52
468   0.467467   3.542528   1.982065    18143.22   0.091204    31725.47
469   0.468468    3.41663   2.103527    20878.64   -0.09556    16967.57
470   0.469469    3.02814   1.944062    22709.83   -0.03698    15701.54
471    0.47047   3.150778    2.19122    22319.23   -0.02481    10555.15
472   0.471471   2.525639    1.68015    17210.55     -0.1052   -3513.19
473   0.472472   2.290588   2.174417    19270.24   -0.12064    -23502.7
474   0.473473   3.114759   2.143167    18313.17   0.008146    5885.779
475   0.474474   3.385267   1.999129    18360.36   -0.14376     11465.1
476   0.475475   2.834568   2.032119    21521.19   0.023541    5397.847
477   0.476476   2.227908   2.129402    22311.63   0.128416    -22961.4
478   0.477477   2.489958   1.987283    22772.47   0.155112     -1766.7
479   0.478478   3.161275   1.768267    19527.74   -0.21704    10297.78
480   0.479479   2.936121   2.066795    28903.05   0.180537    30501.86
481    0.48048   3.100049   2.095144    17353.65   0.105617    9778.164
482   0.481481   2.939441   1.755294    21589.11     -0.0513   16721.11
483   0.482482   2.943673   2.272073    19500.47     -0.2335   -9483.94
484   0.483483   3.230439    1.99917    22784.82   0.057892    28263.54
485   0.484484   3.213766   2.259986    18336.26   0.043173    6767.322
486   0.485485   3.298771      2.2562   20555.27   0.079183    16271.01
487   0.486486   3.576833   1.978825    21494.78   -0.21603    19834.86
488   0.487487   2.535136   1.897193    21064.91   -0.02499     -3273.7
489   0.488488   2.691859   2.035442    18283.72   -0.18118    -9616.66
490   0.489489   3.363527   1.709985    19893.46   -0.18308    20151.46
491    0.49049   2.987797   1.722131    24580.91   0.034893    32597.38
492   0.491491   3.199194   2.207555    23669.94   -0.05478    12459.38
493   0.492492   2.854018   2.143412    19597.75   -0.07565    -4057.23
494   0.493493   2.927142   2.385204    17097.69   -0.04811    -11171.7
495   0.494494   2.961603   2.166881    17282.56   -0.08816    -4589.87
496   0.495495   3.155126   1.527376    20156.86   0.127727    44723.18
497   0.496496   3.369149   2.030648    18345.54    0.03278    20039.45
498   0.497497   2.571906   2.215615    26396.68   0.121016     -7857.1
499   0.498498   2.461774   2.083054    17011.54   -0.31767    -18901.1
500   0.499499    3.26438   1.925285     15849.8   -0.38136    -3372.59
501   0.500501   3.511713   1.969775    21340.82   0.038354    36360.62
502   0.501502   3.084909   2.379246    26028.66      0.1892   14993.53
503   0.502503   2.897006   1.787662    23798.73   0.326156    47112.36
504   0.503504   2.710856   1.872097    28697.91   0.225231       31645
505   0.504505   2.777327   1.991342    25942.42   0.008524    10254.95
506   0.505506   4.331006    2.025893   19687.94   0.201389    82007.76
507   0.506507   3.511244    2.089021   23315.76   0.169693    48803.68
508   0.507508   3.127526    1.889942   20836.67   -0.10666    13882.78
509   0.508509   2.643092    2.318548   25385.68   0.097169    -10888.3
510    0.50951      3.0129   1.657127      19876   -0.20459    10619.68
511   0.510511   2.803542    2.152113   21098.47   0.066205    118.9786
512   0.511512   3.048399     2.19107   25603.31   0.037893    14581.44
513   0.512513   2.936906    1.817485   15480.37   -0.29582    -5274.56
514   0.513514   3.272066    2.020411   19322.47   -0.12528    10410.45
515   0.514515   2.747365    1.738104   21914.84   -0.03111    11860.49
516   0.515516   3.111207    2.379158   19203.19   0.102352     2076.24
517   0.516517    3.08264    1.872748   19493.81   -0.15367    8198.116
518   0.517518   3.487132    2.404232   23614.93    0.10909    26398.73
519   0.518519   3.149512     2.25029   21333.54   -0.12303    2505.133
520    0.51952   2.778244    2.239997    20693.3   -0.18154    -11121.5
521   0.520521   2.915113    2.133952   19874.34   -0.07451    -1390.73
522   0.521522   2.795263    1.651293   21131.99     -0.0182   16334.92
523   0.522523   2.987351    1.739646   22621.28   0.171612    37986.16
524   0.523524   3.179384    1.824203   21931.35   0.097356    34993.08
525   0.524525    3.10986    2.090789   20277.82   0.078738    14845.39
526   0.525526   2.991086    2.329892   21715.41   0.198449    6411.801
527   0.526527   2.806004    1.893035   19975.82   -0.10755    1952.663
528   0.527528   3.389989    1.671801   22623.75   -0.07148    37665.15
529   0.528529   3.064668    2.034613   21043.98   -0.33169    -1572.97
530    0.52953   2.900516    2.264052   26221.39   0.116848    7697.562
531   0.530531   2.581212    2.321429   22287.93   0.226995    -13815.6
532   0.531532   3.142255     1.93813   21050.87   0.073949    24162.76
533   0.532533   3.199574    1.972643   23614.68    0.09987    33345.82
534   0.533534   2.565032    2.231804    23082.4   0.074497      -12147
535   0.534535   3.611229    2.138937   23507.05   0.102338     45290.1
536   0.535536   3.385801    2.153182   20294.52    0.00099    18680.67
537   0.536537      3.1219   1.795126   20844.17   -0.00157    23593.23
538   0.537538   2.742391    1.997525   21401.27   0.088996    5605.645
539   0.538539   2.602983     2.02896   16981.07   -0.10418    -11288.7
540    0.53954   3.131134    1.554656   24388.66   -0.06959    37123.18
541   0.540541   2.871784    2.279025   19597.77   -0.00946    -6259.71
542   0.541542   3.542314    2.149537   19815.66   0.219042    40461.31
543   0.542543   3.452477    1.913708   23522.29   0.093812    48004.74
544   0.543544   3.223508    2.073902   17460.14   -0.05389    7274.208
545   0.544545   3.414308    2.198869   22316.47   -0.00472    21976.92
546   0.545546   3.371053    2.141425    18777.6   0.018545    16277.15
547   0.546547    2.88919    2.129881   20014.14   -0.09964     -2756.4
548   0.547548   2.737539    1.839204   22053.93   0.016234    9978.788
549   0.548549    2.93631    2.114347   21979.51   -0.07741    2563.415
550    0.54955      3.0575   2.021555   21676.86    0.07021    17937.47
551   0.550551   2.488063    1.730698   23069.13   0.247524    17143.34
552   0.551552   3.167523    2.208519   17148.53   -0.03613    1706.909
553   0.552553   3.030584    2.101971   25066.36   0.073892    19458.24
554   0.553554   2.928858    2.184164   16845.96   -0.17812    -8757.52
555   0.554555   2.782517    1.724761   23276.28    0.11942    25812.08
556   0.555556   2.898674    1.660701   20734.52   0.059059    24052.71
557   0.556557   3.377657    1.975437   17378.26   -0.18659    7850.137
558   0.557558    3.200593   1.686843   22269.73   -0.21094    19424.27
559   0.558559    2.938896   1.744004   22648.18     -0.0199   21223.73
560    0.55956    3.324742   1.939531   21931.47   -0.01952    27063.67
561   0.560561    3.043878   2.087054   28047.26   0.198618    36058.55
562   0.561562    2.554307   1.969156   26354.52   0.132128    5944.872
563   0.562563    3.729316   2.096107   26273.47   0.375405      101303
564   0.563564     3.10167   1.565061   22386.09   -0.04267    32613.89
565   0.564565    3.051706   1.970646   23422.45   0.029881    20973.74
566   0.565566    2.206387   2.323002   21897.65   -0.00683    -32178.9
567   0.566567    2.942454   1.961907   27278.94   0.231994    38913.51
568   0.567568    3.444355   1.901568   19990.08   0.029293    31800.51
569   0.568569    2.835872   2.071739   25676.46   -0.02227    7330.628
570    0.56957    3.284349   2.172188   21303.74   -0.08225    11591.98
571   0.570571     2.68237   1.877458    22603.4   0.113246    11501.37
572   0.571572    3.205697   1.946312   24716.82    0.08882    36864.54
573   0.572573    2.922927   2.244406   26059.19    0.13053    10542.68
574   0.573574    2.801713   1.844024   17015.76   -0.30082    -6742.68
575   0.574575    3.163461   1.735789   25396.49   -0.01264    38111.22
576   0.575576    2.616065   1.691013   20050.73     -0.0089   6717.082
577   0.576577    3.113273   2.329433   20351.15   0.004119    2005.866
578   0.577578    3.019454   1.936732   25050.88   0.234855    40365.14
579   0.578579    3.124486   1.962674   21877.53   0.139719    28896.36
580    0.57958    3.681645   2.007027   19950.96   -0.04076    30877.25
581   0.580581    2.955016   2.035884   16534.25   -0.37397    -9800.71
582   0.581582    2.525594   2.294184   21272.44   -0.01633    -18604.8
583   0.582583     2.66564   2.322664   23465.09   0.199352    -8942.06
584   0.583584    3.265162   2.326556   19538.78   -0.05379    4005.425
585   0.584585    2.349687   1.938288    23885.1   0.272079    -2077.12
586   0.585586    2.946413   1.773976   25959.73   -0.00554    28066.27
587   0.586587    3.158754   2.172284   16722.38     -0.0897   -123.775
588   0.587588    3.546348   1.785538    16702.9   -0.20072     14322.2
589   0.588589     3.05351   1.953416   16835.88   -0.30639    -4257.52
590    0.58959    2.675553   1.780719   21693.03   0.026368    9794.075
591   0.590591    3.157321   1.853186   27191.21   0.056137    42624.08
592   0.591592    2.789023   2.032125   23386.22   -0.00403    4883.288
593   0.592593    2.486142    2.19718      23348   -0.08371    -16337.7
594   0.593594    2.779429   2.147233   20779.04   0.015236    -2736.27
595   0.594595     2.84394    2.32058   21850.95   -0.16816    -10544.5
596   0.595596    3.100733   2.397546   23107.29    0.17957    9812.717
597   0.596597    2.364622   1.905257   26439.16   -0.00309    -5335.38
598   0.597598    3.095914   1.702091   19349.61   0.002956    22807.59
599   0.598599    2.547553   1.817597   18635.69   -0.05366    -3654.07
600      0.5996   2.934313   2.125352   20847.33   0.031765    4953.018
601   0.600601    2.915358   1.923414   19603.62     -0.0439   6599.823
602   0.601602    2.824205   2.023551   21176.04   -0.03399    2501.669
603   0.602603    2.648221   1.891833   20306.56   0.205175    9737.397
604   0.603604    2.841099   1.779017   21633.62   0.074563     19478.6
605   0.604605    3.098631   1.937627   20961.68   -0.09466    12175.03
606   0.605606    2.944007   2.062079   24897.29   0.279901    30424.42
607   0.606607    2.898714   2.025559   18431.78   -0.03197     1266.99
608   0.607608    2.937819   1.865574    20255.7   -0.01277     12118.8
609   0.608609    2.631198   1.715214   25607.81   0.180747    27352.86
610    0.60961   2.533097    2.301044   21327.74   0.011666   -18287.5
611   0.610611   2.141073    2.062762   23148.85   0.209459   -23602.7
612   0.611612    2.64703     1.86616   23188.14   -0.01741   5205.014
613   0.612613   3.087534    2.007774   25063.36   0.236278   40243.57
614   0.613614   3.075616    2.101044   22282.45    0.00807   12875.64
615   0.614615   2.901801    2.132136   21791.26   -0.03114   2162.592
616   0.615616   3.079358    2.029828   23560.94   0.192341   31030.67
617   0.616617   2.955035    2.159935   23571.46   0.112868   12285.74
618   0.617618   3.061807    1.520068   28197.85    0.20629   77927.91
619   0.618619    3.33351    1.994893   17544.21   0.013508   16924.91
620    0.61962   2.569908    1.854079   16181.84   0.113989   -2103.42
621   0.620621   2.864582    2.191736   16745.88   -0.23282   -11690.3
622   0.621622   3.254386    1.920664   18619.55   -0.23882   6073.153
623   0.622623   3.492151    1.677416   25393.57    0.04575    62728.8
624   0.623624   2.584108    2.243663   24463.29   0.156645   -9256.77
625   0.624625   3.130845     1.51181   21911.45   -0.00727   37572.32
626   0.625626   3.043309    1.870978   22870.86    0.14299   32259.18
627   0.626627   3.261161    1.764545   20787.74   -0.17733   17885.44
628   0.627628   3.494351    1.812332   18875.46    0.05173    35546.6
629   0.628629   2.857718    2.179028   23389.77    0.19605   9926.945
630    0.62963   2.845172    1.972923    23140.3   -0.15868   2682.326
631   0.630631   2.731326    1.671506   24209.93   0.148885   30233.41
632   0.631632   3.352194    2.297849    20694.6   -0.13223   6184.791
633   0.632633   2.430635    2.256225   17480.72   -0.14356   -22277.1
634   0.633634   2.795251    2.374756   24394.97   0.015942   -8623.69
635   0.634635   3.073167    2.234303   17591.43   -0.20444   -6383.18
636   0.635636    2.65567    1.764019   21329.57   -0.23764   -1590.33
637   0.636637   2.851868    2.122651   19860.17   0.121838   3900.127
638   0.637638   3.081565    2.068858   27188.27   -0.01439   21816.43
639   0.638639   3.341041    1.990911   19062.02   -0.00319   19956.48
640    0.63964      3.0033   2.110957   24332.95   0.058665   15468.04
641   0.640641   3.273776    2.095455   26260.79    0.09702   36886.53
642   0.641642   2.962695    2.280481    16706.3   -0.07223   -8020.13
643   0.642643    3.41366    1.781079   22467.03   -0.00236   39947.84
644   0.643644   2.898164    2.086384      20864   -0.17175   -2458.92
645   0.644645   3.090424    2.204157    18512.3   0.047379   4861.366
646   0.645646   3.297741    2.243987    22850.8   -0.05436   13548.77
647   0.646647   2.752475     1.99748   19487.56   0.010241   256.8164
648   0.647648   2.746996     2.38023   20185.27   0.030159   -13361.9
649   0.648649   3.149402    2.158629    16502.1   -0.26435    -5804.5
650    0.64965   2.913429    1.955698    18003.4   -0.06204   2172.802
651   0.650651   3.071878    2.148041   24752.88   -0.10344   8973.128
652   0.651652    2.83908    2.222256   19384.34   0.040125   -4163.27
653   0.652653   2.872817    2.139287   20261.92   -0.22515   -6899.53
654   0.653654   2.905475    1.875521    16112.9   -0.31659   -6767.37
655   0.654655   2.515684     2.00506   19478.91   -0.22717   -13411.4
656   0.655656   3.231384    2.396478   22473.99   0.024946   7903.464
657   0.656657   3.126952     1.87797    15717.6   -0.38775   -5251.75
658   0.657658   3.240849    1.931141   16997.62   -0.27456   1392.194
659   0.658659   3.009488    2.296328   20586.62   0.179927    6541.04
660    0.65966   2.959229    1.912981   19833.48   -0.03308   9367.013
661   0.660661   3.106666    2.039573   21902.94   0.168829    26278.4
662   0.661662    2.804838    1.713852   21422.66   0.139943    24647.01
663   0.662663    3.118013    1.764881   21978.75   0.014578    28555.62
664   0.663664    3.436451    1.829868   19994.66   -0.26362    14246.76
665   0.664665    2.972606    1.933938   17430.05   -0.11929    1427.545
666   0.665666    3.290368    2.249279   20480.37   0.157148    20733.79
667   0.666667    2.865502    1.917306   18084.86     -0.1114   193.4452
668   0.667668    3.003351    1.811432   20466.51   0.028357    19461.23
669   0.668669    2.555902    1.939631   19326.28   0.022404     -4553.9
670    0.66967    3.232022    2.146771   20207.48   0.195194    24763.66
671   0.670671    2.985658    1.797209   19530.95   -0.02699    14116.83
672   0.671672    3.415382    2.166559   21874.94   0.254944    42718.12
673   0.672673    2.615085    1.689753   21804.05   -0.06394    6970.041
674   0.673674    2.780805    1.924153   16810.13   -0.09936    -3685.22
675   0.674675    3.164609    2.116103   20112.74   -0.14883     4517.83
676   0.675676    2.734193     1.63524   23178.14   -0.04919    16686.13
677   0.676677    3.077622     2.06074   16176.91   -0.29424    -6430.73
678   0.677678       3.1043   1.814913   21818.49   -0.05524    20795.57
679   0.678679    2.543928    2.166419   26962.42   0.134457    -5818.25
680    0.67968    2.603223    2.318188    21067.5   0.091321    -15228.4
681   0.680681    2.759095    2.055908   20479.93   -0.09123    -3755.86
682   0.681682    3.210011    2.261662   20560.87   0.005799    8665.601
683   0.682683    2.745767    1.950272   19711.69   -0.19398     -4781.6
684   0.683684       2.6121   2.343152   19539.92   -0.17743    -19455.2
685   0.684685    2.644713    2.160053   17720.21   -0.11717    -13475.8
686   0.685686     2.78793    1.905979   24078.28   0.013051    12280.07
687   0.686687    3.304352    2.384888   21964.65   0.163155    18232.51
688   0.687688    3.039716    1.921457   20924.52   -0.07593    11639.88
689   0.688689    2.944896    1.951444   20489.71   0.072522    13974.99
690    0.68969    3.539552    1.921231   23862.55   0.109294     54706.7
691   0.690691    3.110932    1.572984   20414.68   0.004332    31103.36
692   0.691692    2.164975     2.28926   25621.51    0.00495    -33745.3
693   0.692693    2.820567    2.139074   26732.79   0.089763    9755.059
694   0.693694    3.366085    2.174393   21989.44   0.117327    28743.29
695   0.694695    2.604825    1.941519   24506.23   0.012207    2875.838
696   0.695696    2.939847    2.104707   20480.08   -0.23144    -4076.56
697   0.696697    3.487086    2.192322   21233.01   -0.01007    22383.21
698   0.697698    3.214259    1.987827   19165.88   -0.10196    10550.66
699   0.698699    3.096113    1.850605    20655.1    0.01067    20809.54
700      0.6997   2.787745     2.08464   27335.19    0.47389    36561.07
701   0.700701    3.349265    1.619428   23016.19   0.219207     70964.1
702   0.701702    2.428667    1.541764   19937.12   -0.13214    395.1989
703   0.702703    2.954463    1.945687   21695.12   0.084696    17702.55
704   0.703704    3.589331     1.93206   18800.88    0.20034    47719.66
705   0.704705    3.794713     1.97658   25502.74   0.319438    102423.6
706   0.705706    2.568467    2.141826   20489.45   -0.08109    -12784.3
707   0.706707    3.178172    1.906871   23864.73   -0.04672    24936.89
708   0.707708    3.273394    2.004794      17637   0.018657    15123.41
709   0.708709    3.419563    2.156018   21496.52   -0.32163     5115.44
710    0.70971    3.123939    2.119177   18648.84   -0.19379    -522.928
711   0.710711    3.110225    2.026049   18509.06   0.048143    12203.94
712   0.711712    3.061064    2.228798   18867.22   0.087833    5091.533
713   0.712713     2.51272    2.212402   21620.63   0.000393    -15520.1
714   0.713714    2.63827   1.606683    16606.47   -0.22648    -3441.77
715   0.714715   3.265499   2.180333    17092.88   0.103329    11975.99
716   0.715716    2.01259   2.141601    20152.46   -0.10813    -31146.1
717   0.716717   2.812442   1.976216    18315.09   0.042769    2727.117
718   0.717718   3.245795   2.242491    16848.72   -0.36815    -7887.34
719   0.718719   3.291013   2.385498    18051.82   -0.21128    -4497.34
720    0.71972   3.049229   2.427641    22023.55   0.204927    4927.021
721   0.720721   3.725251   1.937883    20086.75   -0.13573    27696.36
722   0.721722   3.151157    2.10821    20004.42   -0.08877    6800.614
723   0.722723   3.062501    2.11621    16450.12   -0.01583    1022.003
724   0.723724   3.195178   1.984975    21602.09   -0.19963    9471.036
725   0.724725   2.871281   2.090128    24032.14   0.002708    7041.594
726   0.725726   2.950641   2.473589    26177.29   0.077546    -2848.45
727   0.726727   3.665685   1.985799    22669.55   0.033754    45803.67
728   0.727728   2.604937      1.5879   17287.03   0.070632    8778.982
729   0.728729    3.13351   2.197977    21593.85   0.130741    16580.28
730    0.72973   2.722729   1.673237    18729.13   -0.03721    7493.878
731   0.730731   3.385272   2.016647     20897.9   -0.01631    24121.95
732   0.731732   2.910506   2.136798    18638.11   -0.17156    -5980.83
733   0.732733   2.719573   1.937712     24513.3    0.09836    12579.97
734   0.733734   3.202293   1.823894     28599.1   0.164471    62507.99
735   0.734735   2.695351    1.77043    16419.84   -0.17447     -4641.2
736   0.735736    3.06775   1.969576    20309.26   -0.10806    8283.792
737   0.736737   2.556816    2.36693    15735.78   -0.33431    -23080.4
738   0.737738   3.169687   1.941707    27933.77   0.217832    56320.27
739   0.738739   2.631264   2.053224    28526.97   0.148138    8734.219
740    0.73974   2.592054   1.923196    22293.88   0.020919    864.2544
741   0.740741   2.481209   1.783136    21950.66     -0.0067   758.1119
742   0.741742   3.353123   1.756802    21235.55     -0.0151   33902.93
743   0.742743   2.543902   2.091815    27543.43   0.168148    396.3352
744   0.743744   2.739073   1.825711    22622.05   0.163827    19862.89
745   0.744745   3.219123    1.95874    23434.27   0.045615     30243.2
746   0.745746    3.14241   2.399518    17020.25   -0.00518    -4130.53
747   0.746747   2.909506   2.258585    25253.91   0.128492    7785.475
748   0.747748   3.518906   2.112498    20122.98   -0.05137    21232.35
749   0.748749   2.969292   1.951852    22536.88   -0.02484    13414.63
750    0.74975   2.755738   1.467271    21191.57   0.138308    33514.45
751   0.750751   2.647532   2.115595    26779.52   0.102971    2022.507
752   0.751752   3.094607   1.519793    28298.26   0.123413    69321.91
753   0.752753   3.326629   1.649523    19278.11   0.103053    41340.57
754   0.753754   2.956861   1.514383    20005.02   -0.11708    18389.44
755   0.754755   2.330073    1.86896    17514.32   -0.02445    -12507.6
756   0.755756   2.442834   1.858761    19253.25   -0.09504     -8739.7
757   0.756757   3.773884   2.011095    21806.71   0.192168    63926.49
758   0.757758   2.886597   1.687543    19166.47   0.211174    28980.62
759   0.758759   3.030759   2.076942    24091.53    0.08984     19947.7
760    0.75976   2.842484   1.778405    28447.12   0.241058    48820.41
761   0.760761    2.64689   1.912586    21724.33   -0.02486    1130.405
762   0.761762   3.137677   1.635749    20489.88   0.070926    35237.82
763   0.762763    3.02415   2.233692    17409.63   -0.32768    -10557.7
764   0.763764   3.187248   2.421161    19337.39   -0.00873    -522.866
765   0.764765    3.35351   2.181983    21146.26   0.089248    23799.24
766   0.765766    2.193979    2.151424   25040.84   0.198709    -25731.1
767   0.766767    3.714331    2.092658   18434.67   -0.11961    19584.81
768   0.767768     2.62444    1.739188   21558.04   0.015749    8707.876
769   0.768769    2.780246    1.805892   22292.04   0.055276    15739.82
770    0.76977    2.815469    2.245693   21321.76    0.04316    -3890.55
771   0.770771    3.325091    2.315241   23317.93   0.034129    17528.67
772   0.771772    2.520169    2.315629   19635.59   -0.14327    -21006.1
773   0.772773    3.091382    1.760526   21189.29   0.030107    26841.24
774   0.773774    3.639602     1.66811   16668.99   -0.13525    23455.47
775   0.774775    3.031985    1.850975   16837.91   -0.12465    4055.506
776   0.775776    2.442255    1.988932   18983.45   -0.10424    -13209.9
777   0.776777    3.429532    1.795197   15652.08   -0.08545    15107.28
778   0.777778    2.370085    1.856173   19088.45   -0.11703    -11477.7
779   0.778779    2.360141    2.194587   20160.25   0.075146    -20694.6
780    0.77978    2.717446    1.735329   19154.39   0.192327    17622.36
781   0.780781    3.003003    1.899867   20565.55   0.134631    22666.88
782   0.781782    2.903963    2.405563   18419.53     -0.1248   -12881.2
783   0.782783    3.571315    1.915147   18370.67   -0.00453       28525
784   0.783784    3.288516    1.713552   27941.58   0.386571    106979.2
785   0.784785    2.758674    2.241024    18604.2   -0.04289    -10468.1
786   0.785786    3.007574    2.017798   18938.58   -0.10156    2980.186
787   0.786787    3.096621    2.158633   19732.21   -0.14087     961.584
788   0.787788    3.069908    1.693171   18673.81   -0.06706    16258.42
789   0.788789    3.019561     2.06302   20932.92     -0.0211   8466.218
790    0.78979    3.253878    2.397571   16873.36   -0.21742    -7178.07
791   0.790791    2.973855    1.886627   16568.76   -0.03962     4533.51
792   0.791792    3.402231    1.898664   21870.23    0.08774    40685.16
793   0.792793    3.328716    1.744416   24884.42   0.145236     60650.2
794   0.793794    3.266464    2.249137   18734.83   0.017471    8564.816
795   0.794795    3.302856    2.001717   21614.92   -0.09003    18465.89
796   0.795796    2.798962    1.663751   18440.56   -0.05869    8703.631
797   0.796797     2.90496    2.160153   21118.32   0.094665    5283.361
798   0.797798       2.8772   2.161813   19652.26     -0.1366   -5628.84
799   0.798799    2.725411    1.677701   20568.55   0.066348    16267.21
800      0.7998   3.375685    1.611428   24756.19   0.124324    67644.81
801   0.800801    3.634552    1.885674   20204.53   0.074293    44601.12
802   0.801802    2.848476    1.562695   23815.93   0.052192    33242.19
803   0.802803    3.126586    1.990919    24817.4   0.098156    31428.87
804   0.803804    2.532086     1.85501   26486.78   0.104288    10209.72
805   0.804805    3.004861    1.707418   25114.53   0.177168    48490.47
806   0.805806    2.769876    2.197023   22177.95   -0.05795    -5819.64
807   0.806807    2.141687    2.300361    19766.3   0.024294    -33362.8
808   0.807808     3.16829    1.997093   22365.13     -0.0243   19211.06
809   0.808809    3.268652    1.736456   21029.67   -0.01163    31190.44
810    0.80981     3.23278    2.033131   17150.42   -0.08914    6557.201
811   0.810811     3.42124    2.246149   26956.87   0.183829    46166.32
812   0.811812    2.703687    2.152801   25630.57   -0.00249    -1887.11
813   0.812813    2.472585    2.077005   21702.13   0.142933    -8538.76
814   0.813814    2.583804    1.768139   17391.48   -0.27775    -8744.52
815   0.814815    2.927663    2.119508   24338.22   0.242194    21839.16
816   0.815816    3.030135     2.09712   24251.37   0.205681    26800.11
817   0.816817       3.2383   2.194194   22430.49     -0.1541   7548.751
818   0.817818   3.270824   1.802376    25396.66   0.238583    66655.79
819   0.818819   3.217528   2.138229    19349.72   0.208336       23210
820    0.81982   2.914686    1.60969    27267.65   0.266651    65758.59
821   0.820821   2.842852   2.303637    16475.58   -0.44791    -17634.3
822   0.821822   2.868386   1.942828    21989.92    0.13073    17124.06
823   0.822823   2.716315   1.504322    21301.47   0.130334    29570.49
824   0.823824   3.029815   1.618595    16196.05   -0.32695    353.7222
825   0.824825   2.099776   2.245874    22990.17   0.023314    -34012.3
826   0.825826   3.323988   2.277567    23914.88   0.146849     28017.3
827   0.826827   3.277914   2.069141    25668.46    0.22328    48831.11
828   0.827828   3.339193   2.049104    17091.16   -0.19674    4123.485
829   0.828829   3.258158   2.106718    18556.77   -0.01334    11406.45
830    0.82983   3.446964   1.889637    26011.97   -0.01976    44891.42
831   0.830831   2.859043   1.974508    16833.35     -0.3824   -10304.3
832   0.831832   3.146621   1.849876    27669.67   0.117087    49431.34
833   0.832833   3.255446   1.991067    22136.57   0.033656    26427.59
834   0.833834   3.619165   2.113486    18314.71   -0.27197    8017.841
835   0.834835   2.877873   2.226824    23214.21   0.039281    1587.072
836   0.835836   3.014784    1.75599    21708.07   -0.05525    19475.27
837   0.836837   2.563115   2.360321    22103.95   0.305773    -16166.4
838   0.837838   3.334511   2.059391    23702.73    0.16074    41188.58
839   0.838839   2.788904   1.965901    25183.43   0.007823    10924.44
840    0.83984   3.659949   2.173652    24242.66   0.045824    42686.52
841   0.840841   3.573405   2.013356    15936.07   -0.11181    12379.29
842   0.841842   2.661919   2.118992    21719.73   0.271197    3121.837
843   0.842843   3.310938   1.633505    16268.19   -0.08329    18073.01
844   0.843844   3.162074   1.804232    22708.94   -0.04314     26206.1
845   0.844845   3.185907   2.368058    20082.68     -0.0831   -379.849
846   0.845846   2.464949   2.067438    22645.73   0.045103    -9935.28
847   0.846847   2.864587   2.230998    16478.23   -0.30677    -14042.7
848   0.847848   2.855011      2.2954   16973.75     -0.0756   -11268.6
849   0.848849   2.999026      2.2126    25258.9   0.178867    18228.63
850    0.84985   2.831763    2.01522    21985.12   0.062538    8451.243
851   0.850851   3.594802   1.492418    23851.38   -0.10829    52369.87
852   0.851852   2.780659   1.497564    18335.73   -0.12205    9919.079
853   0.852853   2.617249   1.945608    22423.82    0.09815     4112.68
854   0.853854   3.108207   2.431327     17513.7   -0.28844    -12153.3
855   0.854855   2.810178   2.031021    27264.55    0.32669    31708.16
856   0.855856   2.494071   2.026669    26422.12   0.157784    -9.83197
857   0.856857   2.935141    2.19923    17713.56   -0.19338    -8487.26
858   0.857858   3.071146   2.131588    16950.87     -0.1164   -1939.57
859   0.858859   2.830664   2.042143    23503.94   0.186717    15924.13
860    0.85986   2.220771   2.228325    21487.66   -0.12935    -27396.6
861   0.860861   2.624244   2.309635    24555.12   0.176494    -10307.3
862   0.861862    2.85847    2.02957    20055.49   0.166467    10747.32
863   0.862863   2.563819   2.066144    22116.53   0.040334    -6103.74
864   0.863864   3.585641   1.854198    15979.92   -0.25977    8947.612
865   0.864865   2.727063   2.147021    20656.41   -0.05141    -6721.72
866   0.865866   2.702004   2.074221    19050.13   -0.07213    -7132.38
867   0.866867   3.108505   1.766988    17732.07   -0.24282    4647.299
868   0.867868   2.581515   2.072072    29151.88   0.145165    4843.494
869   0.868869   3.287933   2.009169    18746.07     -0.0919   11828.61
870    0.86987    3.137344   2.090645   19358.42   0.063765    13295.37
871   0.870871    2.515566   2.380635   15578.82   -0.26944      -23953
872   0.871872    2.831531   1.772149   18760.85   -0.11075    4552.887
873   0.872873    2.085682   1.933567   22727.11   0.065663    -20506.2
874   0.873874    3.104975   1.989543   20105.75   -0.11885    7969.138
875   0.874875    3.567763   2.177169   18767.57   -0.10917    14187.72
876   0.875876    2.829834   1.864007   28097.83   0.198375    37065.94
877   0.876877    2.437952   1.598444    19725.3   -0.05537    1399.272
878   0.877878    2.935583   2.112835   21227.35   -0.09486    971.4141
879   0.878879    3.733831    1.89424    20960.3    0.10934    54853.47
880    0.87988    2.409155   2.376723   24580.29   0.060632    -26437.8
881   0.880881    3.096523   2.122964   15203.02   -0.34182    -9507.64
882   0.881882    2.732577   2.042016   19057.68   0.010855    -2612.92
883   0.882883    2.792853   1.946496   20784.02   -0.06336     2527.36
884   0.883884     3.06024   2.164258   20963.33   0.040696    9013.151
885   0.884885    2.549577   1.654283   18787.94   0.001034    4096.838
886   0.885886    2.579353   2.195337   26519.59   0.164215    -4981.12
887   0.886887    3.304567   2.088467   20865.19   -0.02739    17609.95
888   0.887888    3.029376   1.758265   23270.91   0.175135    41374.84
889   0.888889    2.620116   1.696933   19797.55   0.085184    10648.02
890    0.88989    3.351646   1.799252   24142.55   0.077746    49089.91
891   0.890891    3.346952   1.857579   19850.34   -0.13668     18071.9
892   0.891892    3.043687   2.013671   23782.94   -0.02223    16202.68
893   0.892893     3.13295   2.369069    21076.5   -0.17268    -3885.59
894   0.893894    3.493178   1.931976   22007.64   -0.02897    33392.31
895   0.894895    2.770304   2.109372   23568.85   0.156021    7440.876
896   0.895896    2.508693   2.240524   20023.09   -0.02452    -17748.9
897   0.896897    3.263328   2.015363   20676.51   -0.22279     7932.19
898   0.897898    2.748158   1.410384   15360.57   -0.18022    3064.201
899   0.898899    3.297905   1.714397   22125.93   0.019435    38937.61
900      0.8999   2.824541   2.220463   26962.95   0.104526    6270.165
901   0.900901    3.609381   1.771974   17229.25   -0.18214    18550.43
902   0.901902    3.164256   1.708867   28540.17   0.409288    103012.8
903   0.902903    2.197744   2.157643   28435.77   0.333067    -25971.2
904   0.903904     3.24614   2.253454   17355.51   -0.25842    -4606.29
905   0.904905    3.181434   1.901079   21066.28   -0.02145    20942.74
906   0.905906    3.356681   2.424511   22549.56   0.028916     12365.4
907   0.906907    2.571455   1.977574   16077.04     -0.2857   -14675.3
908   0.907908    2.605398   2.185667   16408.87   -0.25728    -17753.6
909   0.908909    3.536393   2.021158   24976.47   0.078719    49645.13
910    0.90991    3.323095   1.931651   20435.57   0.022243    26635.89
911   0.910911    3.007866   2.176038   19889.29     -0.0547   990.6799
912   0.911912    3.612936   2.238014   22763.91   0.071571    35633.03
913   0.912913    3.163218   2.141411   19004.12   -0.01529    7746.831
914   0.913914    2.669517   2.065358   17916.67   -0.18497      -11365
915   0.914915     3.11145   2.051201   23007.21   0.112126    24508.86
916   0.915916    3.160345    2.20929   27061.01   0.267382     39016.7
917   0.916917    3.175516   1.746437   25311.04   0.045708    43287.35
918   0.917918    3.166714   2.153482   28962.12   0.381131    60271.75
919   0.918919    2.835436   1.803439   17689.38   -0.00549    6411.653
920    0.91992    2.852729   2.015209   18676.67   -0.01089    1237.305
921   0.920921    2.585009   2.234068   22028.88   0.162827      -10224
922   0.921922   3.362799   1.932308    23400.76   0.025611    36237.96
923   0.922923   2.184727   2.100573    19247.82   0.015867    -24159.1
924   0.923924   2.999296   2.229786    18566.13   0.092185    2353.503
925   0.924925   3.322216   2.328777    21063.82   0.070344     14635.3
926   0.925926   3.307345      2.2332    25026.7   0.176265    34463.81
927   0.926927   3.426993    2.17646    20456.41   -0.14538    11339.35
928   0.927928   2.954842   2.076751    23873.14   0.123236    17711.66
929   0.928929    2.94757   2.402511     23214.3   -0.07711    -6663.34
930    0.92993   2.900714   1.417801    17406.24   -0.36188    2453.975
931   0.930931   2.625878   1.816095    19356.22   -0.09423    -1569.18
932   0.931932   3.013867   2.289056    21072.11   -0.17084    -4975.49
933   0.932933   3.080894   1.856984    15793.17   -0.12041    3426.607
934   0.933934   2.741869   1.465822    24506.37   0.110379    39569.61
935   0.934935   2.525238   1.892682    21096.58   0.115739    1306.186
936   0.935936   3.159975    1.63779    18817.64     -0.1153   18149.23
937   0.936937   3.591775   2.359645    20568.34   -0.21528    7468.617
938   0.937938   3.405976   2.241937    21407.17   0.084177    23678.86
939   0.938939   3.568106   2.199179    23848.88   -0.01032    31475.94
940    0.93994   3.514599   1.986892    20180.36   0.053999    33682.94
941   0.940941   3.190771   1.629276    20608.71     -0.0545   27940.01
942   0.941942   2.645669   1.732483    23155.71   0.030093    13235.34
943   0.942943   2.826957   2.149041    18523.92   -0.12564    -7549.85
944   0.943944   2.887137   2.240707    27236.99   0.034289     5830.98
945   0.944945   2.784137   1.689584    21731.82   -0.05717    13403.39
946   0.945946   3.718189   2.343069    24435.59     -0.0195    32283.6
947   0.946947   2.818724   2.102707    21479.84   -0.12654    -3397.19
948   0.947948   2.706461   2.018433    17960.89   -0.20814     -9692.2
949   0.948949   3.638098   2.301631    19755.04     -0.0547   17682.75
950    0.94995   2.372255   1.688279    26091.54   0.127951    11419.86
951   0.950951   3.327025   2.349154     18633.3   -0.07751    2905.099
952   0.951952   2.762939   2.102665    19911.68   -0.24635    -9639.45
953   0.952953   2.959453   2.228852    20278.47   0.205214    8082.059
954   0.953954   3.197619   2.199082    18741.91   -0.13696    1462.156
955   0.954955   3.260207   1.647408    17028.01   -0.17242    13171.01
956   0.955956   2.599607   2.174215    26723.04   0.162162    -2320.46
957   0.956957   2.755637   1.706551    18957.66   0.189804    20078.73
958   0.957958   2.604693   2.078411     24534.1   0.164297    1628.433
959   0.958959   2.940832   2.026723    20373.18   -0.33009    -5025.37
960    0.95996   2.961407    2.05496    27766.02   0.191024    31530.89
961   0.960961    2.84995   1.627073    21837.85   -0.03386    19841.08
962   0.961962   2.920348   2.135841    25451.11   -0.00882     8535.78
963   0.962963   3.178287   1.997197     19432.3   0.022901    16322.46
964   0.963964   3.050812   2.035767    16956.69   -0.11497    169.7347
965   0.964965   2.996078   2.211048    22139.22   -0.21095    -3237.62
966   0.965966   3.077724   2.126798    22263.68   -0.02542    10145.61
967   0.966967   2.874699   1.990075    20697.49   0.096191     10942.5
968   0.967968   2.909252   1.705421    18811.35   0.073479     19004.9
969   0.968969   2.736253   1.949672    28351.23     -0.0012   13139.96
970    0.96997   2.327881   1.940599     25550.6   -0.03627    -10146.7
971   0.970971   2.836439   1.860368    23274.07   -0.00121    14350.25
972   0.971972   3.538557   2.352615    20425.29   -0.07667     12696.9
973   0.972973   3.447596   1.980617    20202.92   -0.04616    23960.95
974   0.973974   3.546692   1.905206   28068.46   0.008497    57874.39
975   0.974975   3.251899   2.304677   22229.38   -0.18685    2663.839
976   0.975976   3.285368   2.352842   22881.84   0.121383    18227.31
977   0.976977   3.649095   2.086229   25280.64   0.189563    65725.12
978   0.977978   2.914746   2.142232   20987.73   0.003641    2561.531
979   0.978979   3.333849   2.259835   19295.04   -0.08148    6854.029
980    0.97998   2.880017    1.98101   24267.11   -0.09966    7641.952
981   0.980981   3.106001   1.975808   24509.69   0.070851    28397.07
982   0.981982   2.891638   2.184173   16936.72   0.092063    -2264.38
983   0.982983   3.769133   2.204013   24730.23   0.253393    71687.05
984   0.983984   3.138008   2.021737   23976.48   0.067923    26291.38
985   0.984985   3.085272   2.303387   21906.69   0.107823    8612.205
986   0.985986   2.926132   2.302841   20316.22   -0.08027    -6429.55
987   0.986987   2.532958   1.856521   22003.98   -0.10604    -3397.39
988   0.987988   3.575057   1.882701      20507   -0.06389    31312.73
989   0.988989   2.125767   2.065263   16213.39   -0.02285    -25120.6
990    0.98999    2.97882   2.178112    17132.1   -0.01918    -2496.45
991   0.990991   2.713209   1.637023   21697.66    0.09715    21806.91
992   0.991992   2.681618   2.149881   23998.74   0.206825    2838.399
993   0.992993    3.33076   2.229695   17740.73   -0.18253    1006.861
994   0.993994   2.852236   1.985746   20297.25   -0.11011    750.7576
995   0.994995   3.042889   2.097218   19602.08   -0.05003    4651.967
996   0.995996   2.594916   2.121148   20247.63   -0.07692    -11274.4
997   0.996997   3.177068   1.994836   22121.95   -0.13915    12539.02
998   0.997998   2.468286   1.858392    18374.2     -0.0478   -7600.48
999   0.998999   2.624931    1.83649   19259.61   -0.15512    -4259.29
1000          1    3.00877   2.269488   19326.64     -0.0638   -3154.47
e the table is still highlighted,
Tools on the menu bar, then
on Simulation Table. See
re to the right for details.

u do this correctly, a new
lation analysis will run. This
take 10 or 15 seconds,
nding on your computer. All the
bers in the Simulation Table will
ge, reflecting the output of the
new simulations.

on the Tab Simulation
mary to see a summary of the
lation results.
Analyzing the Output of a Simulation

You don't need to change anything in this section. It will be updated automatically if you do a simulation.
The summary of the simulation results is based on the simulation output, and is updated automatically
when you do a simulation.

Part 1: Summary of Simulation Results
Variable                    Sales
Sales Price    Cost     Unit Sales       Growth          NPV
Mean             \$3.00       \$2.01   21,484             \$0.00       \$13,067
Standard deviation            \$0.34       \$0.22     3,131            \$0.15       \$21,190
Maximum              \$4.33       \$2.49   29,590             \$0.48      \$106,979
Minimum             \$1.66       \$1.41   15,203            -\$0.50      -\$50,290
Correlation with Unit Sales                                                 65.0%
Median                                                                \$10,186
Probability of NPV > 0                                                                72.8%
Coefficient of Variation                                                                1.62

Part 2: Histogram
You don't need to change anything in this section. The chart below shows the frequency with which the
NPV fell in the specified ranges. This approximates the probability that the NPV will fall in these same
ranges in the future.

Number
greater                                            Probability
than                   Prob. of
Bottom of     bottom of     Top of      NPV in
range         range       range       Interval
-Infinity         1000    -\$70,000            0
-\$70,000          1000    -\$60,000         0.0%
-\$60,000          1000    -\$50,000         0.1%
-\$50,000           999    -\$40,000         0.0%
-\$40,000           999    -\$30,000         0.6%
-\$30,000           993    -\$20,000         2.6%
-\$20,000           967    -\$10,000         7.5%
-\$10,000           892           \$0       16.4%
\$0         728     \$10,000        22.4%
\$10,000           504     \$20,000        18.3%
\$20,000           321     \$30,000        12.3%      -\$70,000        \$0             \$70,000         \$140,000   \$210,000
\$30,000           198     \$40,000         9.0%                                                                NPV (\$)
\$40,000           108     \$50,000         5.9%
\$50,000             49    \$60,000         1.9%
\$60,000             30    \$70,000         1.6%
\$70,000             14    \$80,000         0.7%
\$80,000              7    \$90,000         0.3%
\$90,000              4   \$100,000         0.0%
\$100,000               4   \$110,000         0.4%
\$110,000               0   \$120,000         0.0%
\$120,000               0   \$130,000         0.0%
\$130,000               0   \$140,000         0.0%
\$140,000   0    \$150,000   0.0%
\$150,000   0    \$160,000   0.0%
\$160,000   0    \$170,000   0.0%
\$170,000   0    \$180,000   0.0%
\$180,000   0    \$190,000   0.0%
\$190,000   0    \$200,000   0.0%
\$200,000   0    \$210,000   0.0%
\$210,000   0    \$220,000   0.0%
\$220,000   0   +Infinity
Sum         100%
simulation.

\$210,000
NPV (\$)

```
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