Question: Consider the attached data set on Boston Housing.The data set contains data about census tracts in Boston including the median value of homes in each

Consider the attached data set on Boston Housing.The data set contains data about census tracts in Boston including the median value of homes in each tract. Run a multiple regression model with MEDV as the dependent variable. Use CRIM, CHAS, and LSTAT as dependent variables. Based on this model what is the slope associated with the predictor LSTAT? Enter your answer to 3 decimal places.

CRIM CHAS LSTAT MEDV
0.00632 0 4.98 24
0.02731 0 9.14 21.6
0.02729 0 4.03 34.7
0.03237 0 2.94 33.4
0.06905 0 5.33 36.2
0.02985 0 5.21 28.7
0.08829 0 12.43 22.9
0.14455 0 19.15 27.1
0.21124 0 29.93 16.5
0.17004 0 17.1 18.9
0.22489 0 20.45 15
0.11747 0 13.27 18.9
0.09378 0 15.71 21.7
0.62976 0 8.26 20.4
0.63796 0 10.26 18.2
0.62739 0 8.47 19.9
1.05393 0 6.58 23.1
0.7842 0 14.67 17.5
0.80271 0 11.69 20.2
0.7258 0 11.28 18.2
1.25179 0 21.02 13.6
0.85204 0 13.83 19.6
1.23247 0 18.72 15.2
0.98843 0 19.88 14.5
0.75026 0 16.3 15.6
0.84054 0 16.51 13.9
0.67191 0 14.81 16.6
0.95577 0 17.28 14.8
0.77299 0 12.8 18.4
1.00245 0 11.98 21
1.13081 0 22.6 12.7
1.35472 0 13.04 14.5
1.38799 0 27.71 13.2
1.15172 0 18.35 13.1
1.61282 0 20.34 13.5
0.06417 0 9.68 18.9
0.09744 0 11.41 20
0.08014 0 8.77 21
0.17505 0 10.13 24.7
0.02763 0 4.32 30.8
0.03359 0 1.98 34.9
0.12744 0 4.84 26.6
0.1415 0 5.81 25.3
0.15936 0 7.44 24.7
0.12269 0 9.55 21.2
0.17142 0 10.21 19.3
0.18836 0 14.15 20
0.22927 0 18.8 16.6
0.25387 0 30.81 14.4
0.21977 0 16.2 19.4
0.08873 0 13.45 19.7
0.04337 0 9.43 20.5
0.0536 0 5.28 25
0.04981 0 8.43 23.4
0.0136 0 14.8 18.9
0.01311 0 4.81 35.4
0.02055 0 5.77 24.7
0.01432 0 3.95 31.6
0.15445 0 6.86 23.3
0.10328 0 9.22 19.6
0.14932 0 13.15 18.7
0.17171 0 14.44 16
0.11027 0 6.73 22.2
0.1265 0 9.5 25
0.01951 0 8.05 33
0.03584 0 4.67 23.5
0.04379 0 10.24 19.4
0.05789 0 8.1 22
0.13554 0 13.09 17.4
0.12816 0 8.79 20.9
0.08826 0 6.72 24.2
0.15876 0 9.88 21.7
0.09164 0 5.52 22.8
0.19539 0 7.54 23.4
0.07896 0 6.78 24.1
0.09512 0 8.94 21.4
0.10153 0 11.97 20
0.08707 0 10.27 20.8
0.05646 0 12.34 21.2
0.08387 0 9.1 20.3
0.04113 0 5.29 28
0.04462 0 7.22 23.9
0.03659 0 6.72 24.8
0.03551 0 7.51 22.9
0.05059 0 9.62 23.9
0.05735 0 6.53 26.6
0.05188 0 12.86 22.5
0.07151 0 8.44 22.2
0.0566 0 5.5 23.6
0.05302 0 5.7 28.7
0.04684 0 8.81 22.6
0.03932 0 8.2 22
0.04203 0 8.16 22.9
0.02875 0 6.21 25
0.04294 0 10.59 20.6
0.12204 0 6.65 28.4
0.11504 0 11.34 21.4
0.12083 0 4.21 38.7
0.08187 0 3.57 43.8
0.0686 0 6.19 33.2
0.14866 0 9.42 27.5
0.11432 0 7.67 26.5
0.22876 0 10.63 18.6
0.21161 0 13.44 19.3
0.1396 0 12.33 20.1
0.13262 0 16.47 19.5
0.1712 0 18.66 19.5
0.13117 0 14.09 20.4
0.12802 0 12.27 19.8
0.26363 0 15.55 19.4
0.10793 0 13 21.7
0.10084 0 10.16 22.8
0.12329 0 16.21 18.8
0.22212 0 17.09 18.7
0.14231 0 10.45 18.5
0.17134 0 15.76 18.3
0.13158 0 12.04 21.2
0.15098 0 10.3 19.2
0.13058 0 15.37 20.4
0.14476 0 13.61 19.3
0.06899 0 14.37 22
0.07165 0 14.27 20.3
0.09299 0 17.93 20.5
0.15038 0 25.41 17.3
0.09849 0 17.58 18.8
0.16902 0 14.81 21.4
0.38735 0 27.26 15.7
0.25915 0 17.19 16.2
0.32543 0 15.39 18
0.88125 0 18.34 14.3
0.34006 0 12.6 19.2
1.19294 0 12.26 19.6
0.59005 0 11.12 23
0.32982 0 15.03 18.4
0.97617 0 17.31 15.6
0.55778 0 16.96 18.1
0.32264 0 16.9 17.4
0.35233 0 14.59 17.1
0.2498 0 21.32 13.3
0.54452 0 18.46 17.8
0.2909 0 24.16 14
1.62864 0 34.41 14.4
3.32105 1 26.82 13.4
4.0974 0 26.42 15.6
2.77974 0 29.29 11.8
2.37934 0 27.8 13.8
2.15505 0 16.65 15.6
2.36862 0 29.53 14.6
2.33099 0 28.32 17.8
2.73397 0 21.45 15.4
1.6566 0 14.1 21.5
1.49632 0 13.28 19.6
1.12658 1 12.12 15.3
2.14918 0 15.79 19.4
1.41385 1 15.12 17
3.53501 1 15.02 15.6
2.44668 0 16.14 13.1
1.22358 0 4.59 41.3
1.34284 0 6.43 24.3
1.42502 0 7.39 23.3
1.27346 1 5.5 27
1.46336 0 1.73 50
1.83377 1 1.92 50
1.51902 1 3.32 50
2.24236 0 11.64 22.7
2.924 0 9.81 25
2.01019 0 3.7 50
1.80028 0 12.14 23.8
2.3004 0 11.1 23.8
2.44953 0 11.32 22.3
1.20742 0 14.43 17.4
2.3139 0 12.03 19.1
0.13914 0 14.69 23.1
0.09178 0 9.04 23.6
0.08447 0 9.64 22.6
0.06664 0 5.33 29.4
0.07022 0 10.11 23.2
0.05425 0 6.29 24.6
0.06642 0 6.92 29.9
0.0578 0 5.04 37.2
0.06588 0 7.56 39.8
0.06888 0 9.45 36.2
0.09103 0 4.82 37.9
0.10008 0 5.68 32.5
0.08308 0 13.98 26.4
0.06047 0 13.15 29.6
0.05602 0 4.45 50
0.07875 0 6.68 32
0.12579 0 4.56 29.8
0.0837 0 5.39 34.9
0.09068 0 5.1 37
0.06911 0 4.69 30.5
0.08664 0 2.87 36.4
0.02187 0 5.03 31.1
0.01439 0 4.38 29.1
0.01381 0 2.97 50
0.04011 0 4.08 33.3
0.04666 0 8.61 30.3
0.03768 0 6.62 34.6
0.0315 0 4.56 34.9
0.01778 0 4.45 32.9
0.03445 0 7.43 24.1
0.02177 0 3.11 42.3
0.0351 0 3.81 48.5
0.02009 0 2.88 50
0.13642 0 10.87 22.6
0.22969 0 10.97 24.4
0.25199 0 18.06 22.5
0.13587 1 14.66 24.4
0.43571 1 23.09 20
0.17446 1 17.27 21.7
0.37578 1 23.98 19.3
0.21719 1 16.03 22.4
0.14052 0 9.38 28.1
0.28955 0 29.55 23.7
0.19802 0 9.47 25
0.0456 1 13.51 23.3
0.07013 0 9.69 28.7
0.11069 1 17.92 21.5
0.11425 1 10.5 23
0.35809 1 9.71 26.7
0.40771 1 21.46 21.7
0.62356 1 9.93 27.5
0.6147 0 7.6 30.1
0.31533 0 4.14 44.8
0.52693 0 4.63 50
0.38214 0 3.13 37.6
0.41238 0 6.36 31.6
0.29819 0 3.92 46.7
0.44178 0 3.76 31.5
0.537 0 11.65 24.3
0.46296 0 5.25 31.7
0.57529 0 2.47 41.7
0.33147 0 3.95 48.3
0.44791 1 8.05 29
0.33045 0 10.88 24
0.52058 1 9.54 25.1
0.51183 0 4.73 31.5
0.08244 0 6.36 23.7
0.09252 0 7.37 23.3
0.11329 0 11.38 22
0.10612 0 12.4 20.1
0.1029 0 11.22 22.2
0.12757 0 5.19 23.7
0.20608 0 12.5 17.6
0.19133 0 18.46 18.5
0.33983 0 9.16 24.3
0.19657 0 10.15 20.5
0.16439 0 9.52 24.5
0.19073 0 6.56 26.2
0.1403 0 5.9 24.4
0.21409 0 3.59 24.8
0.08221 0 3.53 29.6
0.36894 0 3.54 42.8
0.04819 0 6.57 21.9
0.03548 0 9.25 20.9
0.01538 0 3.11 44
0.61154 0 5.12 50
0.66351 0 7.79 36
0.65665 0 6.9 30.1
0.54011 0 9.59 33.8
0.53412 0 7.26 43.1
0.52014 0 5.91 48.8
0.82526 0 11.25 31
0.55007 0 8.1 36.5
0.76162 0 10.45 22.8
0.7857 0 14.79 30.7
0.57834 0 7.44 50
0.5405 0 3.16 43.5
0.09065 1 13.65 20.7
0.29916 0 13 21.1
0.16211 0 6.59 25.2
0.1146 0 7.73 24.4
0.22188 1 6.58 35.2
0.05644 1 3.53 32.4
0.09604 0 2.98 32
0.10469 1 6.05 33.2
0.06127 1 4.16 33.1
0.07978 0 7.19 29.1
0.21038 0 4.85 35.1
0.03578 0 3.76 45.4
0.03705 0 4.59 35.4
0.06129 1 3.01 46
0.01501 1 3.16 50
0.00906 0 7.85 32.2
0.01096 0 8.23 22
0.01965 0 12.93 20.1
0.03871 0 7.14 23.2
0.0459 0 7.6 22.3
0.04297 0 9.51 24.8
0.03502 0 3.33 28.5
0.07886 0 3.56 37.3
0.03615 0 4.7 27.9
0.08265 0 8.58 23.9
0.08199 0 10.4 21.7
0.12932 0 6.27 28.6
0.05372 0 7.39 27.1
0.14103 0 15.84 20.3
0.06466 0 4.97 22.5
0.05561 0 4.74 29
0.04417 0 6.07 24.8
0.03537 0 9.5 22
0.09266 0 8.67 26.4
0.1 0 4.86 33.1
0.05515 0 6.93 36.1
0.05479 0 8.93 28.4
0.07503 0 6.47 33.4
0.04932 0 7.53 28.2
0.49298 0 4.54 22.8
0.3494 0 9.97 20.3
2.63548 0 12.64 16.1
0.79041 0 5.98 22.1
0.26169 0 11.72 19.4
0.26938 0 7.9 21.6
0.3692 0 9.28 23.8
0.25356 0 11.5 16.2
0.31827 0 18.33 17.8
0.24522 0 15.94 19.8
0.40202 0 10.36 23.1
0.47547 0 12.73 21
0.1676 0 7.2 23.8
0.18159 0 6.87 23.1
0.35114 0 7.7 20.4
0.28392 0 11.74 18.5
0.34109 0 6.12 25
0.19186 0 5.08 24.6
0.30347 0 6.15 23
0.24103 0 12.79 22.2
0.06617 0 9.97 19.3
0.06724 0 7.34 22.6
0.04544 0 9.09 19.8
0.05023 0 12.43 17.1
0.03466 0 7.83 19.4
0.05083 0 5.68 22.2
0.03738 0 6.75 20.7
0.03961 0 8.01 21.1
0.03427 0 9.8 19.5
0.03041 0 10.56 18.5
0.03306 0 8.51 20.6
0.05497 0 9.74 19
0.06151 0 9.29 18.7
0.01301 0 5.49 32.7
0.02498 0 8.65 16.5
0.02543 0 7.18 23.9
0.03049 0 4.61 31.2
0.03113 0 10.53 17.5
0.06162 0 12.67 17.2
0.0187 0 6.36 23.1
0.01501 0 5.99 24.5
0.02899 0 5.89 26.6
0.06211 0 5.98 22.9
0.0795 0 5.49 24.1
0.07244 0 7.79 18.6
0.01709 0 4.5 30.1
0.04301 0 8.05 18.2
0.10659 0 5.57 20.6
8.98296 1 17.6 17.8
3.8497 1 13.27 21.7
5.20177 1 11.48 22.7
4.26131 0 12.67 22.6
4.54192 0 7.79 25
3.83684 0 14.19 19.9
3.67822 0 10.19 20.8
4.22239 1 14.64 16.8
3.47428 1 5.29 21.9
4.55587 0 7.12 27.5
3.69695 0 14 21.9
13.5222 0 13.33 23.1
4.89822 0 3.26 50
5.66998 1 3.73 50
6.53876 1 2.96 50
9.2323 0 9.53 50
8.26725 1 8.88 50
11.1081 0 34.77 13.8
18.4982 0 37.97 13.8
19.6091 0 13.44 15
15.288 0 23.24 13.9
9.82349 0 21.24 13.3
23.6482 0 23.69 13.1
17.8667 0 21.78 10.2
88.9762 0 17.21 10.4
15.8744 0 21.08 10.9
9.18702 0 23.6 11.3
7.99248 0 24.56 12.3
20.0849 0 30.63 8.8
16.8118 0 30.81 7.2
24.3938 0 28.28 10.5
22.5971 0 31.99 7.4
14.3337 0 30.62 10.2
8.15174 0 20.85 11.5
6.96215 0 17.11 15.1
5.29305 0 18.76 23.2
11.5779 0 25.68 9.7
8.64476 0 15.17 13.8
13.3598 0 16.35 12.7
8.71675 0 17.12 13.1
5.87205 0 19.37 12.5
7.67202 0 19.92 8.5
38.3518 0 30.59 5
9.91655 0 29.97 6.3
25.0461 0 26.77 5.6
14.2362 0 20.32 7.2
9.59571 0 20.31 12.1
24.8017 0 19.77 8.3
41.5292 0 27.38 8.5
67.9208 0 22.98 5
20.7162 0 23.34 11.9
11.9511 0 12.13 27.9
7.40389 0 26.4 17.2
14.4383 0 19.78 27.5
51.1358 0 10.11 15
14.0507 0 21.22 17.2
18.811 0 34.37 17.9
28.6558 0 20.08 16.3
45.7461 0 36.98 7
18.0846 0 29.05 7.2
10.8342 0 25.79 7.5
25.9406 0 26.64 10.4
73.5341 0 20.62 8.8
11.8123 0 22.74 8.4
11.0874 0 15.02 16.7
7.02259 0 15.7 14.2
12.0482 0 14.1 20.8
7.05042 0 23.29 13.4
8.79212 0 17.16 11.7
15.8603 0 24.39 8.3
12.2472 0 15.69 10.2
37.6619 0 14.52 10.9
7.36711 0 21.52 11
9.33889 0 24.08 9.5
8.49213 0 17.64 14.5
10.0623 0 19.69 14.1
6.44405 0 12.03 16.1
5.58107 0 16.22 14.3
13.9134 0 15.17 11.7
11.1604 0 23.27 13.4
14.4208 0 18.05 9.6
15.1772 0 26.45 8.7
13.6781 0 34.02 8.4
9.39063 0 22.88 12.8
22.0511 0 22.11 10.5
9.72418 0 19.52 17.1
5.66637 0 16.59 18.4
9.96654 0 18.85 15.4
12.8023 0 23.79 10.8
10.6718 0 23.98 11.8
6.28807 0 17.79 14.9
9.92485 0 16.44 12.6
9.32909 0 18.13 14.1
7.52601 0 19.31 13
6.71772 0 17.44 13.4
5.44114 0 17.73 15.2
5.09017 0 17.27 16.1
8.24809 0 16.74 17.8
9.51363 0 18.71 14.9
4.75237 0 18.13 14.1
4.66883 0 19.01 12.7
8.20058 0 16.94 13.5
7.75223 0 16.23 14.9
6.80117 0 14.7 20
4.81213 0 16.42 16.4
3.69311 0 14.65 17.7
6.65492 0 13.99 19.5
5.82115 0 10.29 20.2
7.83932 0 13.22 21.4
3.1636 0 14.13 19.9
3.77498 0 17.15 19
4.42228 0 21.32 19.1
15.5757 0 18.13 19.1
13.0751 0 14.76 20.1
4.34879 0 16.29 19.9
4.03841 0 12.87 19.6
3.56868 0 14.36 23.2
4.64689 0 11.66 29.8
8.05579 0 18.14 13.8
6.39312 0 24.1 13.3
4.87141 0 18.68 16.7
15.0234 0 24.91 12
10.233 0 18.03 14.6
14.3337 0 13.11 21.4
5.82401 0 10.74 23
5.70818 0 7.74 23.7
5.73116 0 7.01 25
2.81838 0 10.42 21.8
2.37857 0 13.34 20.6
3.67367 0 10.58 21.2
5.69175 0 14.98 19.1
4.83567 0 11.45 20.6
0.15086 0 18.06 15.2
0.18337 0 23.97 7
0.20746 0 29.68 8.1
0.10574 0 18.07 13.6
0.11132 0 13.35 20.1
0.17331 0 12.01 21.8
0.27957 0 13.59 24.5
0.17899 0 17.6 23.1
0.2896 0 21.14 19.7
0.26838 0 14.1 18.3
0.23912 0 12.92 21.2
0.17783 0 15.1 17.5
0.22438 0 14.33 16.8
0.06263 0 9.67 22.4
0.04527 0 9.08 20.6
0.06076 0 5.64 23.9
0.10959 0 6.48 22
0.04741 0 7.88 11.9

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!