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homework question

by | Nov 30, 2023 | questions

In San Francisco,
housing values were compared between residences with a view of the Bay and
otherwise comparable residences (e.g., amenities, neighborhood quality) though
without a view.The analysis sought to
measure the imputed value of a Bay view on home sales prices.Two factors were also controlled for in the
analysis: age of home and distance to downtown San Francisco.Thus, randomly selected homes that just sold
were matched on these two factors, yielding the data shown in Table 1 (see separate
file for copy-able table).

Test
at the a = .01 level that homes with a view enjoy significant value premiums,
as reflected by differences in housing values.

AGE DIST TO SF VALUE: VIEW VALUE: NO VIEW Diff Diff-Avg DiffAvg^2
254 231 23 -0.087 0.007569
5-10 235 197 38 14.913 222.3976
10-15 230 201 29 5.913 34.96357
15-20 242 202 40 16.913 286.0496
>20 224 167 57 33.913 1150.092
5-10 216 211 5 -18.087 327.1396
5-10 5-10 209 181 28 4.913 24.13757
5-10 10-15 229 214 15 -8.087 65.39957
5-10 15-20 204 212 -8 -31.087 966.4016
5-10 >20 235 187 48 24.913 620.6576
10-15 265 220 45 21.913 480.1796
10-15 5-10 198 190 8 -15.087 227.6176
10-15 10-15 214 182 32 8.913 79.44157
10-15 15-20 231 214 17 -6.087 37.05157
10-15 >20 185 175 10 -13.087 171.2696
20-30 278 239 39 15.913 253.2236
20-30 5-10 210 208 2 -21.087 444.6616
20-30 10-15 169 172 -3 -26.087 680.5316
20-30 15-20 230 205 25 1.913 3.659569
>30 184 176 8 -15.087 227.6176
>30 5-10 179 143 36 12.913 166.7456
>30 10-15 194 178 16 -7.087 50.22557
>30 >15 187 166 21 -2.087 4.355569

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