# msa-HPI-1998-2000

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```					Mid Term Econ424, 2001 March 15, 2001 8am - 9:15am Data description: This data set is constructed based on the House Price Index (HPI). The HPI is published by the Office of Federal Housing Enterprise Oversight (OFHEO).The index gives homeowners a local benchmark for home price - you might think of it as the S&P 500 Index for local home prices. OFEHE updates HPI every quarter. This table reports HPI for 319 metropolitan areas for the fourth quarter of 2000, the fourth quarter of 1999 and the fourth quarter of 1998. Hereby I refer them as price index of year 2000, price index of year 1999 and price index of 1998, respectively. Please answer the following questions one by one on a fresh worksheet. You are expected to present your answers in a clear and readable way. Do not just leave a number in some cell without any indication of what that number represents. An answer with no label will be treated as no answer, which may result in zero grade for the corresponding question. The total grading base throughout question 1 to question 6 is 100 points. Weight for each question is included in paratheses. Bonus question accounts for an extra 20 points. Question 1 -- (10 points) For year 2000, which metropolitan area is the most expensive? Which area is the least expensive? Question 2 -- (20 points) Define year t's annual price appreciation rate as [price index in year t] - [price index in year t-1] ----------------------------------------------------------------[price index in year t-1] Calculate price appreciation rate for year 2000. Which area experienced the highest annual appreciation in 2000? Which experienced the lowest appreciation in 2000? What is the national average house price appreciation rate in 2000? What are the median, 25 percentile and 75 percentile for price appreciation rate throughout the country as of year 2000? Draw a relative frequency polygon for year 2000 house price appreciation rate. Question 3 -- (10 points) What is the standard deviation of house price index in year 2000? What is the standard deviation of house price appreciation rate in year 2000? Question 4 -- (20 points) Let us focus on the comparison of east coast and west coast in year 2000. What is the average price index and price appreciation rate for east coast and west coast, respectively? If we treat the whole country as population (i.e take the national average price appreciation rate as the population mean), is each coast's price appreciation rate significantly different from the population? Taking each coast as a separate sample from the population, is the average price appreciation rate of east cost significantly different the average appreciation rate of

Metropolitan area nam Abilene, TX Akron, OH Albany, GA Albany-Schenectady-T Albuquerque, NM Alexandria, LA Allentown-Bethlehem-E Amarillo, TX Anchorage, AK Ann Arbor, MI Anniston, AL Appleton-Oshkosh-Nee Asheville, NC Athens, GA Atlanta, GA Atlantic-Cape May, NJ Augusta-Aiken, GA-SC Austin-San Marcos, TX Bakersfield, CA Baltimore, MD Bangor, ME Barnstable-Yarmouth, Baton Rouge, LA Beaumont-Port Arthur, Bellingham, WA Benton Harbor, MI Bergen-Passaic, NJ Billings, MT Biloxi-Gulfport-Pascag Binghamton, NY Birmingham, AL Bismarck, ND Bloomington, IN Bloomington-Normal, I Boise City, ID Boston, MA-NH Boulder-Longmont, CO Brazoria, TX Bremerton, WA Bridgeport, CT Brockton, MA Brownsville-HarlingenBryan-College Station, Buffalo-Niagara Falls, N Burlington, VT Canton-Massillon, OH Casper, WY Cedar Rapids, IA Champaign-Urbana, IL Charleston-North Char Charleston, WV

population? Taking each coast as a separate sample from the population, is the average price appreciation rate of east cost significantly different the average appreciation rate of west coast? Take confidence level 0.95 (i.e. alpha=0.05, for all the remaining problems). Question 5 -- (20 points) We suspect that price index is time dependent. That is to say, the price of current year is highly correlated to the price of last year. What is the correlation coefficient between price index in 2000 and price index in 1999? (Hint: you can use excel function "CORREL" to calculate correlation coefficient). If we run a regression using price index of year 2000 as dependent variable and price index of year 1999 as independent variable (including intercept as well), what is the regression coefficient for the slope? Is it significantly different from zero? Is it significantly different from 1? Question 6 -- (20 points) Now we turn to price appreciation rate. We suspect price appreciation rate is time dependent, too. What is the correlation coefficient between the annual price appreciation rate in 2000 and the price appreciation rate in 1999? If we use year 2000 price appreciation rate as dependent variable and year 1999 price appreciate rate as independent variable, what is the coeffcient for the slope? Is it significantly different from zero? Is it significantly different from 1 (Hint: you need to calculate year 1999 price appreciation rate first before running the regression)? Bonus -- (20 points) In the regression of year 2000 price index as described in question 5, what results do we get if we put both year 1999 price index and year 1998 price index as independent variables? Is the coefficient of 1998 price index different from zero (i.e. does 1998 price index have any explanotary power for year 2000 price index, even after we control for 1999 price index)?

Charlotte-Gastonia-Ro Charlottesville, VA Chattanooga, TN-GA Cheyenne, WY Chicago, IL Chico-Paradise, CA Cincinnati, OH-KY-IN Clarksville-Hopkinsville Cleveland-Lorain-Elyria Colorado Springs, CO Columbia, MO Columbia, SC Columbus, GA-AL Columbus, OH Corpus Christi, TX Dallas, TX Danbury, CT Davenport-Moline-Roc Dayton-Springfield, OH Daytona Beach, FL Decatur, AL Decatur, IL Denver, CO Des Moines, IA Detroit, MI Dothan, AL Dover, DE Dubuque, IA Duluth-Superior, MN-W Dutchess County, NY Eau Claire, WI El Paso, TX Elkhart-Goshen, IN Elmira, NY Enid, OK Erie, PA Eugene-Springfield, OR Evansville-Henderson, Fargo-Moorhead, ND-M Fayetteville, NC Fayetteville-Springdale Fitchburg-Leominster, Flagstaff, AZ-UT Flint, MI Florence, AL Florence, SC Fort Collins-Loveland, Fort Lauderdale, FL Fort Myers-Cape Coral Fort Pierce-Port St. Lu Fort Smith, AR-OK Fort Walton Beach, FL

Fort Wayne, IN Fort Worth-Arlington, T Fresno, CA Gadsden, AL Gainesville, FL Galveston-Texas City, Gary, IN Glens Falls, NY Goldsboro, NC Grand Forks, ND-MN Grand Junction, CO Grand Rapids-Muskeg Great Falls, MT Greeley, CO Green Bay, WI Greensboro-Winston-S Greenville, NC Greenville-Spartanburg Hagerstown, MD Hamilton-Middletown, O Harrisburg-Lebanon-C Hartford, CT Hattiesburg, MS Hickory-Morganton-Len Honolulu, HI Houma, LA Houston, TX Huntington-Ashland, W Huntsville, AL Indianapolis, IN Iowa City, IA Jackson, MI Jackson, MS Jackson, TN Jacksonville, FL Janesville-Beloit, WI Jersey City, NJ Johnson City-Kingspor Jonesboro, AR Joplin, MO Kalamazoo-Battle Cree Kankakee, IL Kansas City, MO-KS Kenosha, WI Killeen-Temple, TX Knoxville, TN Kokomo, IN La Crosse, WI-MN Lafayette, LA Lafayette, IN Lake Charles, LA Lakeland-Winter Have

Lancaster, PA Lansing-East Lansing, Las Cruces, NM Las Vegas, NV-AZ Lawrence, KS Lawrence, MA-NH Lawton, OK Lewiston-Auburn, ME Lexington, KY Lima, OH Lincoln, NE Little Rock-North Little Longview-Marshall, TX Los Angeles-Long Bea Louisville, KY-IN Lowell, MA-NH Lubbock, TX Lynchburg, VA Macon, GA Madison, WI Manchester, NH Mansfield, OH McAllen-Edinburg-Miss Medford-Ashland, OR Melbourne-Titusville-Pa Memphis, TN-AR-MS Merced, CA Miami, FL Middlesex-Somerset-H Milwaukee-Waukesha, Minneapolis-St. Paul, M Missoula, MT Mobile, AL Modesto, CA Monmouth-Ocean, NJ Monroe, LA Montgomery, AL Muncie, IN Myrtle Beach, SC Naples, FL Nashua, NH Nashville, TN Nassau-Suffolk, NY New Bedford, MA New Haven-Meriden, C New London-Norwich, New Orleans, LA New York, NY Newark, NJ Newburgh, NY-PA Norfolk-Virginia Beach Oakland, CA

Ocala, FL Odessa-Midland, TX Oklahoma City, OK Olympia, WA Omaha, NE-IA Orange County, CA Orlando, FL Owensboro, KY Panama City, FL Parkersburg-Marietta, Pensacola, FL Peoria-Pekin, IL Philadelphia, PA-NJ Phoenix-Mesa, AZ Pittsburgh, PA Pocatello, ID Portland, ME Portland-Vancouver, O Portsmouth-Rochester Providence-Fall River-W Provo-Orem, UT Pueblo, CO Punta Gorda, FL Racine, WI Raleigh-Durham-Chap Rapid City, SD Reading, PA Redding, CA Reno, NV Richland-Kennewick-P Richmond-Petersburg, Riverside-San Bernard Roanoke, VA Rochester, MN Rochester, NY Rockford, IL Rocky Mount, NC Sacramento, CA Saginaw-Bay City-Midl St. Cloud, MN St. Joseph, MO St. Louis, MO-IL Salem, OR Salinas, CA Salt Lake City-Ogden, San Angelo, TX San Antonio, TX San Diego, CA San Francisco, CA San Jose, CA San Luis Obispo-Atasc Santa Barbara-Santa M

Santa Cruz-Watsonville Santa Fe, NM Santa Rosa, CA Sarasota-Bradenton, F Savannah, GA Scranton-Wilkes-Barre Seattle-Bellevue-Evere Sharon, PA Sheboygan, WI Sherman-Denison, TX Shreveport-Bossier Cit Sioux City, IA-NE Sioux Falls, SD South Bend, IN Spokane, WA Springfield, IL Springfield, MO Springfield, MA Stamford-Norwalk, CT State College, PA Steubenville-Weirton, O Stockton-Lodi, CA Sumter, SC Syracuse, NY Tacoma, WA Tallahassee, FL Tampa-St. PetersburgTerre Haute, IN Texarkana, TX-Texark Toledo, OH Topeka, KS Trenton, NJ Tucson, AZ Tulsa, OK Tuscaloosa, AL Tyler, TX Utica-Rome, NY Vallejo-Fairfield-Napa, Ventura, CA Vineland-Millville-Bridg Visalia-Tulare-Portervil Waco, TX Washington, DC-MD-V Waterbury, CT Waterloo-Cedar Falls, Wausau, WI West Palm Beach-Boc Wheeling, WV-OH Wichita, KS Wichita Falls, TX Williamsport, PA Wilmington-Newark, D

Wilmington, NC Worcester, MA-CT Yakima, WA Yolo, CA York, PA Youngstown-Warren, O Yuba City, CA Yuma, AZ

Metropolitan area names Abilene, TX Akron, OH Albany, GA Albany-Schenectady-Troy, NY Albuquerque, NM Alexandria, LA Allentown-Bethlehem-Easton, PA Amarillo, TX Anchorage, AK Ann Arbor, MI Anniston, AL Appleton-Oshkosh-Neenah, WI Asheville, NC Athens, GA Atlanta, GA Atlantic-Cape May, NJ Augusta-Aiken, GA-SC Austin-San Marcos, TX Bakersfield, CA Baltimore, MD Bangor, ME Barnstable-Yarmouth, MA Baton Rouge, LA Beaumont-Port Arthur, TX Bellingham, WA Benton Harbor, MI Bergen-Passaic, NJ Billings, MT Biloxi-Gulfport-Pascagoula, MS Binghamton, NY Birmingham, AL Bismarck, ND Bloomington, IN Bloomington-Normal, IL Boise City, ID Boston, MA-NH Boulder-Longmont, CO Brazoria, TX Bremerton, WA Bridgeport, CT Brockton, MA Brownsville-Harlingen-San Benito, TX Bryan-College Station, TX Buffalo-Niagara Falls, NY Burlington, VT Canton-Massillon, OH Casper, WY Cedar Rapids, IA Champaign-Urbana, IL Charleston-North Charleston, SC Charleston, WV

Coast Year House Price Index 2000 117.5 2000 132.2 East 2000 122.4 East 2000 109.9 2000 112.5 2000 133.2 East 2000 114.2 2000 127.8 2000 117.2 2000 150.8 2000 123.5 2000 127.1 2000 149 East 2000 143.3 East 2000 144.3 East 2000 138.7 East 2000 123.7 2000 149.8 West 2000 110 East 2000 123.6 East 2000 121.2 East 2000 164.5 2000 130.4 2000 121.3 West 2000 112.5 2000 139.1 East 2000 136.5 2000 125.3 2000 143.3 East 2000 122.4 2000 129.3 2000 126.3 2000 127.9 2000 122.6 2000 122.7 East 2000 163.7 2000 159 2000 127.9 West 2000 129.2 East 2000 140.7 East 2000 162 2000 124.9 2000 123.6 East 2000 107.5 2000 129.2 2000 137.9 2000 135.3 2000 119.9 2000 129.8 2000 161.7 2000 122

Year House Price Index 1999 117.7 1999 127.1 1999 120.3 1999 103.2 1999 110.4 1999 128.5 1999 109 1999 118.2 1999 116.7 1999 140.3 1999 116.9 1999 121.7 1999 139.9 1999 132.3 1999 133.5 1999 124 1999 114.9 1999 130.1 1999 103.1 1999 116.3 1999 110 1999 139.6 1999 127.7 1999 116.5 1999 109.2 1999 127 1999 123.3 1999 120 1999 131.1 1999 114.3 1999 125.2 1999 122.1 1999 123.2 1999 118.6 1999 118 1999 142.6 1999 138.7 1999 119.9 1999 115.8 1999 124.9 1999 139.2 1999 119.3 1999 113.7 1999 106.8 1999 116.9 1999 131.3 1999 125 1999 116.4 1999 122.6 1999 148 1999 119.4

Charlotte-Gastonia-Rock Hill, NC-SC Charlottesville, VA Chattanooga, TN-GA Cheyenne, WY Chicago, IL Chico-Paradise, CA Cincinnati, OH-KY-IN Clarksville-Hopkinsville, TN-KY Cleveland-Lorain-Elyria, OH Colorado Springs, CO Columbia, MO Columbia, SC Columbus, GA-AL Columbus, OH Corpus Christi, TX Dallas, TX Danbury, CT Davenport-Moline-Rock Island, IA-IL Dayton-Springfield, OH Daytona Beach, FL Decatur, AL Decatur, IL Denver, CO Des Moines, IA Detroit, MI Dothan, AL Dover, DE Dubuque, IA Duluth-Superior, MN-WI Dutchess County, NY Eau Claire, WI El Paso, TX Elkhart-Goshen, IN Elmira, NY Enid, OK Erie, PA Eugene-Springfield, OR Evansville-Henderson, IN-KY Fargo-Moorhead, ND-MN Fayetteville, NC Fayetteville-Springdale-Rogers, AR Fitchburg-Leominster, MA Flagstaff, AZ-UT Flint, MI Florence, AL Florence, SC Fort Collins-Loveland, CO Fort Lauderdale, FL Fort Myers-Cape Coral, FL Fort Pierce-Port St. Lucie, FL Fort Smith, AR-OK Fort Walton Beach, FL

West

West

East East

East

East

East

East

East East West

West East

East East East East East

2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000

136.8 127.6 131.3 125.6 130 123.9 132.1 127.4 132.7 141 122.5 128.2 130.6 130.8 119.2 134.9 139.2 135.7 121.9 132.7 134.3 124.2 167.1 128 157 123.4 119.2 123.2 148.5 133.1 143.1 109.8 133.7 125.4 93.8 120.9 128.3 136.7 124.1 115.8 123.1 153.1 130.7 148 113.4 122.5 146.6 130.7 127.7 120.5 127.1 131.8

1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999

129.4 118.9 129 118.5 120.5 109.1 124.6 120.4 125.4 128.8 116.7 122.1 122.2 124.3 115 125.1 120.9 128.4 118.6 118.2 125.9 118.8 145.1 124.7 146.2 121.9 121.1 121.1 135.2 121.4 136 106.4 125 99.6 123.3 114.2 125.5 130.1 119.5 112.5 115 131.6 121.1 138.1 114.5 123.6 132.5 117.9 116.3 112.5 119 113

Fort Wayne, IN Fort Worth-Arlington, TX Fresno, CA Gadsden, AL Gainesville, FL Galveston-Texas City, TX Gary, IN Glens Falls, NY Goldsboro, NC Grand Forks, ND-MN Grand Junction, CO Grand Rapids-Muskegon-Holland, MI Great Falls, MT Greeley, CO Green Bay, WI Greensboro-Winston-Salem-High Point, NC Greenville, NC Greenville-Spartanburg-Anderson, SC Hagerstown, MD Hamilton-Middletown, OH Harrisburg-Lebanon-Carlisle, PA Hartford, CT Hattiesburg, MS Hickory-Morganton-Lenoir, NC Honolulu, HI Houma, LA Houston, TX Huntington-Ashland, WV-KY-OH Huntsville, AL Indianapolis, IN Iowa City, IA Jackson, MI Jackson, MS Jackson, TN Jacksonville, FL Janesville-Beloit, WI Jersey City, NJ Johnson City-Kingsport-Bristol, TN-VA Jonesboro, AR Joplin, MO Kalamazoo-Battle Creek, MI Kankakee, IL Kansas City, MO-KS Kenosha, WI Killeen-Temple, TX Knoxville, TN Kokomo, IN La Crosse, WI-MN Lafayette, LA Lafayette, IN Lake Charles, LA Lakeland-Winter Haven, FL

West East

East East

East East East East East East East

East East

East

2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000

124.4 130.5 114.6 135.9 123.5 130.4 119.8 102.2 126.9 107.6 135.9 141.2 121.8 147.1 130.8 128.4 131.1 132.4 122.8 130.4 117.8 123.8 133.9 138.6 92.7 140.5 135.8 127 125.7 127.4 118.9 152.1 124 123.7 141.9 129.1 139.7 126.6 126.7 128.5 140 119.1 141.1 132.9 120.1 129.8 130.9 145.1 129.9 122.7 125.5 123.4

1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999

120.1 120.1 106.7 123.9 116.3 130.4 118.9 95.9 115.3 112.8 128.7 133.2 123.6 138.2 123.5 122.6 121.6 127.2 116.7 123.7 117.1 115.7 123.8 129.8 86.8 132.4 127 122.1 115.9 122.6 117 141.8 117.4 121.2 128.7 125.5 120.3 123.9 114.2 119.3 130.7 112.2 131.3 127.2 114.4 122.3 125.1 132.7 128.2 119.1 122 120.1

Lancaster, PA Lansing-East Lansing, MI Las Cruces, NM Las Vegas, NV-AZ Lawrence, KS Lawrence, MA-NH Lawton, OK Lewiston-Auburn, ME Lexington, KY Lima, OH Lincoln, NE Little Rock-North Little Rock, AR Longview-Marshall, TX Los Angeles-Long Beach, CA Louisville, KY-IN Lowell, MA-NH Lubbock, TX Lynchburg, VA Macon, GA Madison, WI Manchester, NH Mansfield, OH McAllen-Edinburg-Mission, TX Medford-Ashland, OR Melbourne-Titusville-Palm Bay, FL Memphis, TN-AR-MS Merced, CA Miami, FL Middlesex-Somerset-Hunterdon, NJ Milwaukee-Waukesha, WI Minneapolis-St. Paul, MN-WI Missoula, MT Mobile, AL Modesto, CA Monmouth-Ocean, NJ Monroe, LA Montgomery, AL Muncie, IN Myrtle Beach, SC Naples, FL Nashua, NH Nashville, TN Nassau-Suffolk, NY New Bedford, MA New Haven-Meriden, CT New London-Norwich, CT-RI New Orleans, LA New York, NY Newark, NJ Newburgh, NY-PA Norfolk-Virginia Beach-Newport News, VA-NC Oakland, CA

East

East East

w East East East East

west East west East East

west East

East East East East East East East East East East East west

2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000

115.4 141.8 113.3 120.7 138.4 163.2 108.5 117.7 134.4 135.1 133.6 124.4 111.3 134.8 134.4 160.8 119.3 125.7 126.5 126.9 151.5 137.4 108.8 137.9 118 132.2 132 128.8 132.3 130.7 154.1 136 130.5 127.5 138.4 136.7 114.9 123.9 134 147.6 155.5 135.3 153.4 143 130.1 128.8 134.9 146 135.7 125.4 123.9 166.3

1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999

113.7 131.2 116.2 113.1 131.4 140 104.9 110.5 126 124.9 127.8 119.9 118 124.4 127.8 141.9 114.4 121 119.5 119.5 131.8 134.3 112.6 128.4 112.9 127.6 112.2 119.9 118.9 123.1 137.4 122.7 126.3 111.9 123.1 130.6 116.1 124.6 128.7 131.1 134.3 129.8 133.5 126.1 118.1 122.5 128.4 129.1 123 113.4 117.7 136.1

Ocala, FL Odessa-Midland, TX Oklahoma City, OK Olympia, WA Omaha, NE-IA Orange County, CA Orlando, FL Owensboro, KY Panama City, FL Parkersburg-Marietta, WV-OH Pensacola, FL Peoria-Pekin, IL Philadelphia, PA-NJ Phoenix-Mesa, AZ Pittsburgh, PA Pocatello, ID Portland, ME Portland-Vancouver, OR-WA Portsmouth-Rochester, NH-ME Providence-Fall River-Warwick, RI-MA Provo-Orem, UT Pueblo, CO Punta Gorda, FL Racine, WI Raleigh-Durham-Chapel Hill, NC Rapid City, SD Reading, PA Redding, CA Reno, NV Richland-Kennewick-Pasco, WA Richmond-Petersburg, VA Riverside-San Bernardino, CA Roanoke, VA Rochester, MN Rochester, NY Rockford, IL Rocky Mount, NC Sacramento, CA Saginaw-Bay City-Midland, MI St. Cloud, MN St. Joseph, MO St. Louis, MO-IL Salem, OR Salinas, CA Salt Lake City-Ogden, UT San Angelo, TX San Antonio, TX San Diego, CA San Francisco, CA San Jose, CA San Luis Obispo-Atascadero-Paso Robles, CA Santa Barbara-Santa Maria-Lompoc, CA

East

west west East East

East East East west East East

East East East west west East west East East East west

west west

west west west west west

2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000

126.5 113 127.7 118.5 138.4 143.4 131.8 126.5 131.7 127.4 136.2 134.1 121.1 143.2 121.5 124.1 140.1 139.3 157 132.3 136.3 138.9 132.3 129.4 128.4 147.4 116.4 112 117.3 108.8 127 132.5 125.7 146.3 111.7 118.6 128.9 132.1 144.8 148 144.5 133.2 132.9 161.7 136.2 117.8 121.7 151.3 178.4 200.8 151.3 148

1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999

124.6 112.2 122.2 115.3 132.1 128.5 120.6 115.8 119.6 123.6 123.9 126.3 114 133.5 116.2 119.9 128.4 133.8 138.3 116.1 130.4 132.3 118.1 123.2 123.7 130.9 107.6 106.1 113.5 104.9 120.2 120.4 121 133.1 108.7 114.7 121.2 116 136.4 129.1 125.8 125.5 127.9 130.2 131.9 112.2 112.2 130.4 147.8 158.4 127.8 132.3

Santa Cruz-Watsonville, CA Santa Fe, NM Santa Rosa, CA Sarasota-Bradenton, FL Savannah, GA Scranton-Wilkes-Barre-Hazleton, PA Seattle-Bellevue-Everett, WA Sharon, PA Sheboygan, WI Sherman-Denison, TX Shreveport-Bossier City, LA Sioux City, IA-NE Sioux Falls, SD South Bend, IN Spokane, WA Springfield, IL Springfield, MO Springfield, MA Stamford-Norwalk, CT State College, PA Steubenville-Weirton, OH-WV Stockton-Lodi, CA Sumter, SC Syracuse, NY Tacoma, WA Tallahassee, FL Tampa-St. Petersburg-Clearwater, FL Terre Haute, IN Texarkana, TX-Texarkana, AR Toledo, OH Topeka, KS Trenton, NJ Tucson, AZ Tulsa, OK Tuscaloosa, AL Tyler, TX Utica-Rome, NY Vallejo-Fairfield-Napa, CA Ventura, CA Vineland-Millville-Bridgeton, NJ Visalia-Tulare-Porterville, CA Waco, TX Washington, DC-MD-VA-WV Waterbury, CT Waterloo-Cedar Falls, IA Wausau, WI West Palm Beach-Boca Raton, FL Wheeling, WV-OH Wichita, KS Wichita Falls, TX Williamsport, PA Wilmington-Newark, DE-MD

west west East East East west East

west

East East East west East East west East East

East

East west west East west East East

East

East East

2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000

174.3 121.6 166.2 136 137 125.9 148.2 146.5 133.2 134.3 119.5 130.1 132 127.7 111.2 112.4 116.5 123.1 147.6 122.4 137.2 137 125.4 114.2 131.6 118.3 137.5 121.3 112.4 140.2 126.9 129.5 127.2 134.4 134.2 118.9 104.3 146.3 143.1 113.7 110.3 124.5 125.2 129.4 148.9 130.1 129.6 139.5 127.4 115.9 124.3 119.6

1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999 1999

146.4 121 133.7 122.9 131.8 119 138.4 145.7 129.6 120.5 117.3 126.1 125.7 120.6 109.8 109 112.3 117.8 133.6 121.7 128.6 115.9 121.5 105.4 122.8 117.4 125.7 124 112.6 131 118.4 112.3 121.1 126.3 125.5 117.4 109.5 123.2 128.6 111.4 109.8 117.9 114.1 114.8 135.6 125.7 118.2 128.6 122.4 111.1 120.3 113.7

Wilmington, NC Worcester, MA-CT Yakima, WA Yolo, CA York, PA Youngstown-Warren, OH Yuba City, CA Yuma, AZ

East East west East west

2000 2000 2000 2000 2000 2000 2000 2000

137.7 146.1 122.7 129.8 115.5 141.6 115 119.3

1999 1999 1999 1999 1999 1999 1999 1999

130 128.9 122.6 113.5 116.1 128.8 106.8 117

Year House Price Index 1998 109.3 1998 121.6 1998 114.7 1998 104.2 1998 110.9 1998 123.3 1998 108.7 1998 112 1998 113.2 1998 128.1 1998 116.4 1998 115.6 1998 129.4 1998 123.3 1998 122.9 1998 116.2 1998 114.3 1998 116.4 1998 103.7 1998 111.1 1998 108.8 1998 120 1998 119.6 1998 112.5 1998 108.4 1998 123.1 1998 113.4 1998 114.5 1998 121.9 1998 109.4 1998 119.6 1998 116.3 1998 115.9 1998 114.2 1998 113.6 1998 124.1 1998 121.5 1998 110.9 1998 113.1 1998 115.8 1998 123.8 1998 113.7 1998 109 1998 107.6 1998 108.7 1998 125 1998 117.9 1998 112.8 1998 118.1 1998 127.9 1998 118.7

1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998

123 110.4 122 114.4 113.4 107.8 117.6 118.2 120.7 122.1 110.5 117.2 116.4 119 109.4 117 111.9 119.8 115.4 113.6 123.1 116.2 126.5 117.4 132.9 120 115.1 115.3 124.2 114.4 124.9 104.7 121 107 121.1 112.7 121.4 124.4 116.8 112.5 113.2 123.3 118.5 129.8 114.9 116.7 121.3 113.6 114.2 110.8 118 116.2

1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998

116.4 113.6 105.3 127.8 114.5 115.6 116.4 100.4 115 112.7 125.3 123.1 120.8 127 119 118.1 114.7 120.5 114.4 117.3 115 108.6 120.8 122.1 89 126.1 115.9 118.7 114.7 117.4 111.2 130.9 115 115.8 120.4 118.6 117 121.3 114.4 118.4 125.9 113.4 120.1 119.3 112.9 118.1 122.8 123.5 126 115.4 117.6 115.5

1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998

111.2 122.8 114.1 112.3 121.3 124.9 110 110.9 118.8 120.6 120.9 116.5 112.4 116.3 120.4 123.7 110.8 116.7 117.3 113.2 118.6 126.9 106 119.3 111.7 120.7 107.1 117.3 109.1 115.5 122.1 119.5 121.3 107.5 114.5 122.2 114.9 121.1 124.5 119.5 120.4 125.9 116.6 116 112.6 113.6 123.2 114.7 112.6 108.4 112.8 118.3

1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998

119.8 114 117.1 112.9 123.8 118.3 115.4 114.7 119.1 114.8 124.9 120.2 109.3 123.4 114 118.9 116.3 130 123.1 110.6 128.5 126.2 113.7 116.8 117.7 125.1 108.6 104.9 112.8 103.7 114.2 112.3 116.6 119.2 107.6 110.9 120 109.1 125.7 122.1 124.6 116 126.9 112.5 130.7 110.7 109.3 117.3 125.3 137.9 114.7 119.4

1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998 1998

124.8 113.7 114.6 119 124 119.7 125.7 135.4 119.5 113 112.2 119.3 117.9 116.7 109.5 108.6 111.9 111 117.8 113.4 129.1 107.6 120.8 106 117.7 113.5 117.4 120.5 109.6 122.4 115 108.2 115.5 119.9 124.8 111.7 102.6 108.1 116 110.3 108 111.6 108.1 112.6 123.5 118.2 113.7 129.3 117.5 112.1 117.9 109.5

1998 1998 1998 1998 1998 1998 1998 1998

126.7 117.5 117.2 106.6 112.4 126.2 104.2 112.9

Corrections: Overall: The total number of cities is 319 rather than 320. All the tests use alpha=0.05. Question 2: By "relative polygon" I mean "relative frequency polygon" Question 4: Compare east coast and west coast for year 2000.

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Description: msa-HPI-1998-2000