wage educ 1.05 2.56 2.58 2.63 2.65 3.16 3.2 3.27 3.35 3.45 3.54 3.68 3.68 3.68 3.68 3.68 3.68 3.68 3.68 3.79 3.79 3.79 3.85 3.86 3.87 3.87 3.87 4.04 4.04 4.1 4.18 4.24 4.26 4.28 4.35 4.4 4.42 4.42 4.42 4.42 4.42 4.42 4.42 4.42 4.42 4.6 4.6 4.6 4.6 4.6 4.6 4.7 4.79 4.79 4.79 4.79 4.79 4.79 4.79 4.97 5.02 5.07 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.16 5.25 5.25 5.27 age 13 12 14 12 9 12 12 13 12 12 12 16 6 13 12 12 13 13 12 12 11 12 13 9 13 12 16 11 12 12 11 13 14 6 16 12 14 12 13 12 12 9 13 12 16 12 12 16 12 16 12 13 12 12 13 11 12 4 13 12 12 13 11 13 12 6 8 12 13 16 12 16 12 16 6 8 13 12 13 11 exper 42 28 28 35 40 46 30 52 38 22 42 35 24 34 23 19 23 19 21 48 19 48 19 31 60 25 27 18 29 20 27 50 49 32 24 20 22 26 21 33 18 32 32 52 49 21 38 56 30 48 53 37 37 26 23 38 30 30 56 19 36 57 19 21 55 49 37 51 23 22 23 33 30 28 44 34 47 35 44 35 female 23 10 8 17 25 28 12 33 20 4 24 13 12 15 5 1 4 0 3 30 2 30 0 16 41 7 5 1 11 2 10 31 29 20 2 2 2 8 2 15 0 17 13 34 27 3 20 34 12 26 35 18 19 8 4 21 12 20 37 1 18 38 2 2 37 37 23 33 4 0 5 11 12 6 32 20 28 17 25 18 married 0 0 0 1 1 1 1 1 0 0 0 0 0 0 0 1 1 1 1 1 0 1 0 0 0 1 1 1 1 1 1 1 0 0 1 0 1 0 1 1 0 1 1 1 0 1 1 0 1 1 1 1 1 1 0 1 1 0 1 0 1 1 0 0 1 0 1 1 0 1 0 1 1 1 0 1 1 1 0 1 0 0 1 1 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 1 1 1 0 1 1 0 0 1 0 1 0 1 0 0 0 1 1 1 1 0 0 1 1 0 0 1 0 0 0 0 1 Note: For the variables "female" and "married," the number 1 means "Yes" and t 5.3 5.32 5.33 5.34 5.4 5.44 5.51 5.52 5.53 5.53 5.53 5.53 5.53 5.53 5.53 5.65 5.69 5.76 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.89 5.93 6 6.02 6.04 6.08 6.19 6.23 6.23 6.23 6.25 6.25 6.26 6.26 6.26 6.26 6.26 6.26 6.26 6.27 6.3 6.31 6.37 6.45 6.45 6.45 6.45 6.45 6.46 6.46 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.63 6.72 6.77 6.78 6.8 6.8 12 12 13 12 13 12 14 12 13 16 12 12 13 11 12 13 13 16 12 12 12 14 12 12 12 12 12 12 12 13 12 12 13 12 4 16 12 12 12 12 16 12 14 14 16 14 12 13 13 13 12 12 12 13 16 16 12 12 16 14 12 12 12 13 16 12 9 12 12 13 10 12 13 12 13 14 16 12 13 13 12 43 37 23 24 22 27 47 19 28 25 36 21 50 36 23 61 50 47 40 35 30 53 50 34 36 25 31 27 21 30 21 36 45 55 34 24 23 55 57 39 25 23 41 54 33 24 24 25 59 28 41 32 31 25 33 29 39 27 29 45 26 44 33 48 48 37 58 37 20 20 48 37 52 24 24 23 39 51 22 46 42 25 19 4 6 3 9 27 1 9 3 18 3 31 19 5 42 31 25 22 17 12 33 32 16 18 7 13 9 3 11 3 18 26 37 24 2 5 37 39 21 3 5 21 34 11 4 6 6 40 9 23 14 13 6 11 7 21 9 7 25 8 26 15 29 26 19 43 19 2 1 32 19 33 6 5 3 17 33 3 27 24 1 0 0 0 1 1 0 0 0 1 0 1 0 1 1 1 1 0 1 1 0 1 1 0 1 0 1 0 0 1 0 0 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 0 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 0 1 0 0 1 1 1 0 1 1 1 1 1 0 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 1 0 1 0 0 1 1 1 0 0 0 1 0 0 0 1 0 0 1 1 0 1 1 1 0 1 1 0 1 0 0 0 0 1 1 0 1 0 1 1 1 0 0 1 6.81 6.81 6.88 6.91 6.93 6.94 6.94 6.96 7 7 7 7 7 7.04 7.07 7.07 7.07 7.07 7.07 7.08 7.1 7.13 7.15 7.15 7.17 7.18 7.18 7.23 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.37 7.42 7.42 7.42 7.44 7.46 7.46 7.55 7.64 7.64 7.64 7.65 7.68 7.7 7.74 7.74 7.77 7.79 7.83 7.83 7.86 7.9 7.92 7.96 7.99 8.01 8.05 8.08 8.1 14 16 18 16 14 14 10 12 12 12 12 10 14 14 12 18 16 12 16 16 12 13 12 8 12 12 13 13 12 12 12 16 12 12 12 12 12 9 10 12 14 13 12 12 12 12 12 12 12 12 16 13 12 13 12 18 14 13 13 12 12 12 16 12 16 13 13 13 12 12 13 14 18 12 12 16 12 12 12 14 12 33 24 34 31 40 45 20 36 26 26 26 39 22 30 47 26 23 58 26 28 34 49 47 63 53 39 31 49 27 45 34 39 41 50 38 20 29 39 22 28 27 20 37 22 43 29 22 45 18 52 29 25 36 20 42 31 23 44 46 41 26 35 26 38 31 43 22 47 49 20 46 45 26 28 39 50 45 47 57 51 37 13 2 10 9 20 25 4 18 8 8 8 23 2 10 29 2 1 40 4 6 16 30 29 49 35 21 12 30 9 27 16 17 23 32 20 2 11 24 6 10 7 1 19 4 25 11 4 27 0 34 7 6 18 1 24 7 3 25 27 23 8 17 4 20 9 24 3 28 31 2 27 25 2 10 21 28 27 29 39 31 19 1 1 0 0 1 0 0 0 0 1 1 0 0 0 1 1 0 1 1 0 1 0 1 1 1 1 1 0 0 0 1 0 1 1 0 0 0 0 1 0 1 1 1 1 1 0 1 1 0 0 0 1 0 1 1 1 0 0 1 0 0 1 1 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 1 1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 1 1 1 0 1 0 0 1 1 0 0 1 1 0 1 1 0 0 0 0 1 1 0 0 0 1 1 0 0 1 1 8.1 8.1 8.1 8.1 8.1 8.1 8.1 8.1 8.1 8.14 8.21 8.26 8.29 8.29 8.31 8.42 8.42 8.47 8.49 8.49 8.49 8.49 8.49 8.53 8.57 8.58 8.6 8.68 8.72 8.72 8.72 8.74 8.84 8.84 8.84 8.84 8.84 8.84 8.84 8.96 9.01 9.06 9.14 9.21 9.21 9.21 9.21 9.31 9.31 9.34 9.38 9.43 9.5 9.5 9.54 9.56 9.58 9.58 9.58 9.66 9.7 9.76 9.76 9.91 9.91 9.91 9.91 9.91 9.92 9.92 9.93 9.95 9.98 10 10.05 10.07 10.08 10.11 10.13 10.13 10.13 12 12 13 12 13 16 13 12 10 13 14 13 12 12 12 12 13 12 14 13 16 12 16 13 12 12 13 12 16 16 12 12 14 12 16 14 13 13 12 16 12 12 12 18 13 13 12 12 12 18 12 10 12 12 14 12 18 14 13 13 16 12 16 14 12 13 16 12 16 14 14 14 14 14 12 14 12 14 12 13 16 31 25 48 43 59 35 25 27 53 33 32 41 28 52 42 51 39 34 36 25 31 34 22 43 42 22 36 37 44 53 48 44 34 57 44 28 52 21 38 23 35 39 31 39 35 34 52 42 62 45 50 36 43 50 38 36 29 25 35 32 64 33 54 34 32 36 33 37 25 33 55 57 33 30 58 47 55 28 54 30 28 13 7 29 25 40 13 6 9 37 14 12 22 10 34 24 33 20 16 16 6 9 16 0 24 24 4 17 19 22 31 30 26 14 39 22 8 33 2 20 1 17 21 13 15 16 15 34 24 44 21 32 20 25 32 18 18 5 5 16 13 42 15 32 14 14 17 11 19 3 13 35 37 13 10 40 27 37 8 36 11 6 0 0 1 0 0 0 0 1 1 0 1 0 0 1 0 1 1 1 1 0 0 0 1 1 1 1 0 1 1 0 1 1 1 0 1 0 0 1 0 1 0 1 1 1 0 0 1 1 1 0 1 0 0 1 1 1 0 1 1 1 0 1 1 0 0 1 1 0 1 0 0 1 1 0 0 0 1 0 1 1 0 0 0 1 1 1 1 1 0 1 0 1 1 0 0 0 1 0 1 1 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0 1 0 0 1 1 1 0 1 0 0 1 0 1 1 1 0 1 1 1 1 1 0 0 1 0 1 1 0 1 1 1 1 0 0 1 0 1 1 1 1 0 0 0 10.13 10.13 10.26 10.31 10.31 10.42 10.52 10.52 10.54 10.61 10.61 10.61 10.61 10.61 10.61 10.61 10.61 10.61 10.68 10.68 10.76 10.77 10.98 10.98 11.05 11.05 11.05 11.05 11.05 11.05 11.05 11.05 11.05 11.05 11.13 11.21 11.22 11.23 11.3 11.32 11.33 11.33 11.33 11.33 11.42 11.46 11.48 11.51 11.51 11.57 11.57 11.59 11.6 11.73 11.79 11.79 11.79 11.79 11.79 11.86 11.97 11.97 12.03 12.03 12.03 12.12 12.16 12.17 12.28 12.4 12.4 12.4 12.4 12.4 12.4 12.4 12.4 12.44 12.45 12.45 12.52 11 12 13 13 14 16 16 14 14 14 12 12 12 16 16 16 16 16 12 12 16 18 12 16 12 16 13 12 16 16 12 12 11 13 14 12 14 12 18 12 12 13 12 12 13 13 12 12 12 12 12 18 12 12 13 8 13 13 13 16 16 16 12 16 16 13 12 16 13 12 12 14 13 16 13 13 13 12 12 13 18 27 42 64 19 27 41 63 44 30 31 45 42 36 29 46 27 37 41 50 27 54 40 28 35 55 32 25 48 32 29 40 28 36 34 52 43 35 35 51 35 36 20 38 55 25 34 49 44 33 40 52 29 37 53 58 60 57 32 36 27 31 31 44 31 47 60 40 26 47 28 31 43 38 36 40 46 59 31 31 46 52 10 24 45 0 7 19 41 24 10 11 27 24 18 7 24 5 15 19 32 9 32 16 10 13 37 10 6 30 10 7 22 10 19 15 32 25 15 17 27 17 18 1 20 37 6 15 31 26 15 22 34 5 19 35 39 46 38 13 17 5 9 9 26 9 25 41 22 4 28 10 13 23 19 14 21 27 40 13 13 27 28 0 1 1 0 1 0 0 1 1 0 1 0 1 1 0 0 1 1 0 1 0 0 1 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 0 1 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 1 0 1 0 1 1 1 0 1 1 0 0 1 0 1 1 0 0 1 1 1 1 1 0 1 0 1 1 1 0 1 0 0 0 1 1 0 1 1 0 0 0 1 0 1 0 0 0 1 1 1 0 1 1 0 1 0 0 1 1 1 0 1 0 0 1 1 1 1 12.52 12.59 12.59 12.63 12.67 12.75 12.75 12.77 12.86 12.89 12.89 12.91 12.91 13.1 13.21 13.26 13.45 13.45 13.63 13.78 13.81 13.97 14 14 14.16 14.16 14.16 14.16 14.16 14.16 14.16 14.21 14.27 14.32 14.33 14.37 14.37 14.41 14.41 14.44 14.51 14.55 14.73 14.73 14.73 14.73 14.73 14.73 14.86 14.86 15.11 15.11 15.18 15.18 15.21 15.21 15.21 15.29 15.35 15.35 15.35 15.44 15.47 15.47 15.58 15.58 15.93 15.93 15.93 15.93 15.93 15.93 16.1 16.17 16.19 16.19 16.28 16.28 16.39 16.53 16.58 12 16 16 16 14 18 16 12 12 12 16 18 18 16 16 12 16 16 18 13 18 13 13 10 16 16 16 12 12 13 14 12 13 13 12 13 16 12 16 13 16 13 16 13 13 16 16 14 12 16 18 16 16 18 18 18 13 13 18 16 18 16 12 16 14 16 14 16 18 12 16 16 12 12 16 13 14 12 12 16 18 47 30 39 60 45 58 46 35 38 37 28 50 50 24 46 56 27 28 43 58 46 33 28 45 31 25 27 29 29 36 50 61 47 38 48 35 46 48 33 35 40 35 33 31 57 30 42 39 42 33 41 38 50 39 45 31 35 50 44 38 34 46 48 33 39 50 40 32 26 57 39 45 42 59 46 38 58 49 62 37 38 29 8 17 38 25 34 24 17 20 19 6 26 26 2 24 38 5 6 19 39 22 14 9 29 9 3 5 11 11 17 30 43 28 19 30 16 24 30 11 16 18 16 11 12 38 8 20 19 24 11 17 16 28 15 21 7 16 31 20 16 10 24 30 11 19 28 20 10 2 39 17 23 24 41 24 19 38 31 44 15 14 0 0 1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 1 0 1 0 0 1 1 1 1 1 1 1 1 0 1 0 1 1 0 1 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 0 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 0 1 1 1 1 0 1 1 0 1 1 1 1 0 1 0 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 1 0 0 1 1 1 1 1 1 1 0 16.58 16.58 16.63 16.63 16.68 16.76 16.94 16.94 16.94 16.96 16.99 16.99 16.99 17 17 17.2 17.25 17.31 17.41 17.5 17.53 17.6 12 13 13 16 16 12 13 12 12 13 12 16 16 13 12 12 14 16 16 14 16 12 34 37 48 30 29 49 45 37 31 43 55 50 50 42 28 51 53 41 25 45 41 49 16 18 29 8 7 31 26 19 13 24 37 28 28 23 10 33 33 19 3 25 19 31 0 0 1 1 1 1 0 0 1 0 1 0 0 0 1 0 1 1 1 0 1 1 1 1 1 1 1 1 1 0 0 0 0 1 1 1 1 1 0 1 0 1 1 1 " and the number 0 means "No." For example, the first observation pertains to a "male" worker (because "female" = 0), and the fourth observation pertains to a ains to a "female" worker (because "female" = 1). House data - Stockton - data dictionary Variables: Obs: sprice livarea beds baths lgelot age pool 2610 home sales in Stockton, CA from Oct 1, 1996 to Nov 30, 1998 sprice livarea beds baths lgelot age pool selling price of home, dollars living area, hundreds of square feet number of beds number of baths =1 if lot size > .5 acres, 0 otherwise age of home at time of sale, years =1 if home has pool, 0 otherwise Data source: Dr. John Knight, Department of Finance, University of the Pacific Page 1 sprice 138000 105700 22000 255000 203000 129178 140000 118600 125000 145000 157000 160000 151000 166000 124500 145000 144000 175000 125000 172500 330000 233900 199950 159000 180000 155000 129000 149900 235000 137000 219000 210000 190000 247000 125000 199000 132500 161000 166300 146500 180000 142000 149950 128000 127000 128000 134000 134000 136500 130000 186500 168500 169950 179900 146500 104500 154000 110000 100000 155000 161900 169000 134000 145000 132500 131000 147000 190000 147500 175000 188000 172000 163000 209900 163000 179000 149000 121000 134900 160000 livarea 17 21 7 30 21 16 17 14 14 17 17 19 17 19 14 14 16 18 14 22 35 24 21 19 26 23 16 27 33 17 21 21 22 25 16 26 17 21 21 23 26 19 18 13 13 15 14 15 15 13 21 21 18 20 20 16 21 12 10 16 19 17 17 19 18 19 21 21 21 22 27 27 18 27 19 27 18 18 18 18 beds 3 4 2 3 4 3 3 3 3 3 3 4 3 4 3 3 4 4 3 4 4 4 3 4 4 4 3 4 5 3 3 3 2 4 3 4 4 4 4 4 4 3 4 3 3 3 3 3 3 3 5 5 3 4 4 3 4 3 2 3 3 3 2 3 3 3 5 4 3 4 3 4 3 4 3 3 3 4 4 3 baths 2 2.5 1 3 2 2 2 2 2 2.5 2.5 2.5 2.5 2 2 2 2 2 2 2.5 3.5 2 3 2 3 2.5 2 3 3.5 2 2 3 2.5 3 2 3 2 2.5 2.5 3 3 2 2 2 2 2 2 2 2 2 3 3 2 3 2 2 2.5 2 2 2 2.5 2 2 2.5 2.5 2.5 3 2.5 2.5 2 3 3 2 3 2 3 2 2 2 2 lgelot 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 age 97 18 49 23 18 2 0 4 3 1 3 4 0 0 1 3 0 3 0 2 0 0 0 7 5 6 6 6 24 29 23 22 22 24 3 4 4 2 4 1 3 4 4 4 4 5 4 6 6 4 6 6 2 0 3 16 0 14 13 13 12 14 13 8 12 10 9 9 8 8 8 7 8 8 8 8 8 3 5 8 pool 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 164000 148500 100000 107000 111000 100000 148000 127500 136500 160000 152500 132000 126500 149750 165000 137500 145000 136000 156500 140000 180000 144500 105000 101000 107000 175000 131000 144900 190000 156500 219000 142000 165000 195000 261000 112700 109000 113500 118950 112000 102500 98725 115000 114000 121000 112000 109000 123900 91000 107000 91900 104500 110000 97900 103000 93500 110000 140000 105000 126500 118000 109500 126500 136000 153000 115000 118000 122500 152500 113500 125000 117500 143000 110000 104900 105000 105000 142500 114950 90000 101000 25 18 16 16 16 16 16 18 20 25 21 16 16 18 24 20 19 18 24 21 28 16 16 16 16 18 20 16 20 20 25 20 16 22 31 22 16 19 22 15 17 16 16 17 16 18 22 22 15 22 17 18 14 18 17 14 16 22 22 22 22 15 18 21 21 18 15 16 24 21 21 17 22 17 15 15 16 19 15 14 15 4 4 3 3 3 3 3 4 4 4 4 3 3 3 4 4 4 3 4 4 5 3 3 3 3 4 3 3 4 4 3 3 3 4 4 4 3 4 4 3 3 3 3 3 3 4 4 4 3 4 3 4 3 3 3 3 3 4 4 4 4 3 4 4 4 4 3 3 5 4 4 3 4 3 3 3 3 4 3 3 3 2 2.5 2 2 2 2 2 3 2.5 3 2.5 2 2 2 2.5 2.5 2 2 2.5 2.5 3.5 2 2 2 2 2.5 2.5 2 3 2 2.5 2 2 3 3 2.5 2 3 2.5 2 2 2 2 2 2 2 2.5 2.5 2 2.5 2 2 2 2 2 2 2 2.5 2.5 2.5 2.5 2 2 2.5 2.5 2 2 2 3 2.5 2.5 2 2.5 2 2 2 2 2 2 2 2.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 3 6 6 6 4 6 6 7 2 3 3 3 7 7 7 8 7 6 3 4 3 4 4 6 0 0 5 0 3 41 32 38 31 7 18 18 19 12 19 19 19 20 20 20 20 19 20 9 17 16 19 20 20 19 19 20 20 19 20 19 17 17 17 18 18 18 17 18 18 19 19 17 19 22 21 21 22 20 19 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 145000 119900 142500 138000 120000 147000 145500 134950 122000 114000 139700 129900 165000 114000 141950 116100 112500 103500 115000 144000 108500 103000 102500 116950 126500 121000 115000 96000 135625 139950 109000 113000 143000 127500 119000 139000 139000 123500 85000 115000 130500 102000 124950 117000 105950 80000 103000 115150 146500 135500 115000 126000 118500 116900 109000 118500 140000 132000 110000 77500 104000 100000 110000 87000 120000 115500 99950 113500 110000 117500 115000 166500 129950 127500 110000 73000 110000 130300 121000 109950 126000 19 17 19 18 18 20 22 20 18 16 22 19 26 15 25 18 20 16 14 21 16 16 15 16 18 16 16 15 21 21 16 18 23 18 22 18 21 17 13 16 22 13 16 18 16 14 15 14 21 22 16 22 17 18 18 17 28 20 18 12 13 14 17 21 16 18 14 15 16 16 22 26 17 20 14 23 12 15 14 12 23 3 2 3 3 3 4 4 4 3 3 4 3 4 3 4 4 4 4 3 4 3 3 3 3 4 3 3 3 4 4 3 3 4 4 4 4 4 3 3 3 4 4 3 4 3 3 3 3 4 4 3 4 3 4 4 3 4 3 3 3 3 3 3 3 3 3 3 3 3 4 3 5 3 4 3 3 2 3 2 3 3 2 2 2 2 2 2.5 2 3 2 2 3 2 2.5 2 2.5 2 2 2 2 3 2 2 2 2 2 2 2 2 2.5 3 2 2 2.5 2 3 2 2.5 2 2 2 3 2 2 2 2 2 2 2 2.5 2.5 2 3 2 2 2 2 3 2 2 2 2 2 2 2 2 2.5 2 2 2 2 3 3 2.5 2.5 2 2 2 2 1.5 1 1.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15 14 12 18 16 18 17 17 18 18 16 17 18 18 16 18 20 20 21 20 21 21 21 22 22 21 20 19 20 20 19 21 20 21 18 20 20 18 22 22 22 21 23 22 24 22 18 22 19 18 18 17 19 19 18 19 16 13 11 13 16 18 48 41 39 38 38 35 41 35 26 26 6 41 43 44 48 47 49 49 48 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 205000 145000 83000 76000 79000 129500 99950 140000 119500 106000 95700 97000 162500 95000 97900 96500 94500 123000 88000 122000 117000 105000 118675 99900 119000 105000 88500 110000 124500 107000 107500 99000 118950 134000 145000 95500 119950 120000 97000 105000 117000 120000 96500 90000 115500 108000 105000 105000 164500 119000 97000 81500 119500 145000 146500 135000 129000 230000 230000 285000 357500 139000 142000 155000 335000 133000 105000 116500 142500 209000 159000 114900 180675 177500 109000 113000 650000 255000 375000 126000 82000 29 25 12 11 11 17 16 24 19 15 14 14 27 16 19 15 13 17 16 17 20 14 16 15 19 15 16 15 18 14 15 17 15 18 22 17 15 17 12 12 15 14 14 14 15 14 12 12 20 10 13 12 13 18 16 16 14 25 26 25 32 17 14 19 23 18 15 16 18 23 15 15 24 29 18 13 46 32 48 12 12 4 4 2 3 3 3 3 5 3 3 3 3 5 4 4 3 3 3 3 3 4 3 3 3 4 3 4 3 4 3 3 3 3 3 4 4 4 3 3 3 3 3 3 3 4 3 3 3 5 3 3 3 3 3 3 3 3 3 4 4 5 3 3 3 3 3 3 3 3 4 3 4 4 4 4 3 4 4 4 3 3 3 3 1 2 1 2 2 3 2 2 2 2 3.5 2 2 2 1.5 2 2 2 3 2 2 2 2.5 2 2 2 2 2 2 2 2 2.5 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 2 2 2 2 2 2 2 2 2.5 2 2 4 2 2 2 2 2 2 2 2.5 2.5 2 2 3 2 2 2 3.5 4 4.5 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 46 50 51 47 47 47 47 28 29 26 28 25 29 30 29 29 47 49 49 25 26 24 25 26 24 25 25 21 24 19 20 18 10 10 8 25 27 26 37 36 30 32 32 31 33 37 34 33 38 37 39 43 35 35 34 38 34 33 29 39 18 37 41 41 40 39 40 38 38 31 37 42 40 48 39 43 14 10 34 42 37 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 119950 153500 103000 135000 134000 133563 129759 104000 119500 124000 125000 132000 145000 69000 105000 172000 127000 167500 152500 125000 139950 147900 131000 155000 122500 97000 116900 135900 124950 123575 142000 135000 117500 131500 125000 155000 121000 124000 125000 149000 117000 137000 101950 108000 166000 179000 161500 124500 131000 132500 99862 133900 112500 143000 118000 133000 119000 107000 130500 149000 127000 115000 125000 142000 124500 112000 98000 100000 110000 102000 108523 112500 95000 97750 125500 103000 135000 101000 125950 103500 135000 14 16 17 20 15 14 20 11 13 15 16 15 20 12 14 22 18 25 17 16 18 23 17 21 15 17 21 23 18 15 23 18 15 21 18 21 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200000 252000 134000 292000 260900 287500 158500 112000 155000 157500 92650 119000 139000 115000 110000 185000 210000 320000 16 26 26 17 22 22 20 18 10 16 16 13 14 16 13 13 15 35 30 3 3 3 3 4 4 3 3 3 3 3 4 3 3 3 3 3 4 4 2 2.5 3 2 3 3 3 2 2 2 1 1.5 2 2 2 2 2 3.5 3 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 0 1 1 1 0 8 9 47 8 9 9 34 28 49 62 49 0 0 50 44 44 42 42 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 House data - Stockton - data dictionary Variables: Obs: sprice livarea beds baths lgelot age pool 2610 home sales in Stockton, CA from Oct 1, 1996 to Nov 30, 1998 sprice livarea beds baths lgelot age pool selling price of home, dollars living area, hundreds of square feet number of beds number of baths =1 if lot size > .5 acres, 0 otherwise age of home at time of sale, years =1 if home has pool, 0 otherwise Data source: Dr. John Knight, Department of Finance, University of the Pacific Page 1