Linear Regression Analysis - Statistical Theory

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Linear Regression Analysis - Statistical Theory
Sub: Statistics Topic: Statistical Theory







Question:

Hypothesis: Linear Regression Analysis



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Price Bedrooms Size Pool Distance Twnship Garage Baths

263.1 4 2300 1 17 5 1 2

182.4 4 2100 0 19 4 0 2

242.1 3 2300 0 12 3 0 2

213.6 2 2200 0 16 2 0 2.5

139.9 2 2100 0 28 1 0 1.5

245.4 2 2100 1 12 1 1 2

327.2 6 2500 0 15 3 1 2

271.8 2 2100 0 9 2 1 2.5

221.1 3 2300 1 18 1 0 1.5

266.6 4 2400 0 13 4 1 2

292.4 4 2100 0 14 3 1 2

209 2 1700 0 8 4 1 1.5

270.8 6 2500 0 7 4 1 2

246.1 4 2100 0 18 3 1 2

194.4 2 2300 0 11 3 0 2

281.3 3 2100 0 16 2 1 2

172.7 4 2200 1 16 3 0 2

207.5 5 2300 1 21 4 0 2.5

198.9 3 2200 1 10 4 1 2

209.3 6 1900 1 15 4 1 2

252.3 4 2600 0 8 4 1 2

192.9 4 1900 1 14 2 1 2.5

209.3 5 2100 0 20 5 0 1.5

345.3 8 2600 0 9 4 1 2

326.3 6 2100 0 11 5 1 3



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Sub: Statistics Topic: Statistical Theory







173.1 2 2200 1 21 5 1 1.5

187 2 1900 0 26 4 0 2

257.2 2 2100 0 9 4 1 2

233 3 2200 0 14 3 1 1.5

180.4 2 2000 0 11 5 0 2

234 2 1700 0 19 3 1 2

207.1 2 2000 0 11 5 1 2

247.7 5 2400 0 16 2 1 2

166.2 3 2000 1 16 2 1 2

177.1 2 1900 0 10 5 1 2

182.7

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