OBJECTIVE: To perform an empirical study.

REQUIREMENT: STATA Data is given do this on STATA Software and share your results and report on Microsoft Word.

here are the STATA Data pictures attached.

1. Define your primary research question(s) by using your knowledge.

2. Clearly define your dependent/outcome variable and 3 to 5 independent variables. One of the independent variables must be the dummy/indicator variable.

3. Formulate a hypothesis about the relationship between the dependent variable and the independent variables.

4. Describe the data, plot the data, use descriptive statistics for this analysis.

5. Perform simple bivariate analysis, e.g., correlation matrix, scatterplot, discuss functional form, etc.

6. Build a multiple regression model and estimate its coefficients. Answer the questions about the statistical significance of the whole model, each of the slope coefficients, and how good the model is, e.g., the proportion of explained variance.

7. Interpret the regression coefficients.

8. Test the assumption of the Linear Regression Model.

9. Conclude and discuss the implications of your findings.

81 49961 O 65 982 6.889591 10. 819 4.17 87 82 8980 O 9 72 4.276666 9. 102756 2. 1225 83 16798 O 15 252 5.529429 9.729015 70805 84 15759 0 14 169 5.129899 9.665167 2.639057 85 10654 o 9 233 5.451038 9. 27369 2. 197225 86 5861 0 1 55 4.007333 8.676076 O 87 9034 0 7 113 4.727388 9. 10875 1.945 91 88 43030 41 1228 7.113142 10.66965 3.713572 89 O O O C 26040 O O O 32 347 5.849325 10.16739 3.465736 90 11790 12 170 5.135798 9.375007 2. 484907 91 5141 0 10 114 4.736198 8.5 45 003 2.302585 92 5601 0 7 90 4.49981 8.6307 1.945 91 93 3176 0 + 56 4.025 352 8.063377 1.386294 O O O H 94 10992 187 5.231109 9.304923 2.197225 95 5034 1 15 2.70805 8.523971 1.945 91 96 7710 1 426 6.05 444 8.950274 1.609438 97 20693 O 32 616 6.423247 9.937551 3.465736 ady var9[10] enroll priv police crime Tcrime lenroll 1police 3.931826 57 54311 0 51 1839 7.516977 10.90248 en Snapshots 58 18688 0 24 361 5.888878 9.835637 3.178054 59 30051 0 50 1202 7.091742 10.31065 3.912023 60 0 27 294 5.68358 10.12451 3.295 837 24947 15164 61 o 21 145 4.976734 9.626679 3.044523 62 5803 0 6 50 3.912023 8.66613 1.791759 63 19770 0 27 351 5.860786 9.891921 3.295837 64 2167 0 8 85 4.442651 7.681099 2.079442 65 3850 0 O 7 47 3.850147 8.255829 1.94591 66 21250 0 0 26 691 6.53814 9.964112 3.25 8096 67 6209 0 10 118 4.770685 8.733755 2. 3025 85 68 8165 0 0 14 103 4.634729 9.007612 2.639057 69 1799 1 9 44 3.78419 7.494986 2.197225 70 14620 0 19 239 5.476463 9.590146 2.944439 71 6555 0 14 202 5.308268 8.787983 2.639057 72 3712 0 8 58 4.060443 8.219326 2.079442 73 3290 0 11 64 4.15 8883 8.098643 2.397895 74 2446 0 5 43 3.7612 7.802209 1.609438 75 4100 0 6 53 3.970292 8. 318742 1.791759 76 38989 0 48 969 6.876265 10.57103 3.871201 77 5.363 0 12 129 4.85 9812 8.587278 2.484907 78 26266 0 0 48 728 6.590301 10.17603 3.871201 79 1859 31 246 5.505332 7.527794 3.433987 80 25135 0 25 456 6.122493 10.13202 3.218876 81 49961 0 65 982 6.889591 10.819 4.174387 82 8980 9 72 4.276666 9. 102756 2.197225 83 16798 0 15 252 5.529429 9.729015 2.70805 84 15759 0 14 169 5.129899 9. 665167 2.639057 EFS 9 FOL 13 var9[10] enroll priv police crime Icrime Tenro11 1police 29 12412 0 8 8 140 4.941642 9.426419 2.079442 en Snapshots 30 2746 1 5 157 5.05 6246 7.917901 1.609438 31 21779 0 9 152 5.02388 9.988702 2.197225 A 32 31804 0 22 170 5.135798 10.36735 3.091043 33 42790 0 48 1962 7.58172 3.871201 10.66406 8.842316 34 6921 0 48 178 3.871201 5.181784 5.267858 35 8652 0 14 194 9.065546 2.639057 36 12530 0 15 106 4.663439 9.435881 2.70805 37 6271 0 8 90 4.49981 8.743691 2.079442 38 35343 0 26 2052 7.62657 10.47286 3.25 8096 39 27901 0 25 580 6.363028 10.23642 3.218876 40 56350 0 36 1372 7.224025 10.93934 3.583519 41 11382 0 63 276 5.620401 9.339788 4.143135 42 24620 0 0 25 935 6.8405 47 10.11131 3.218876 43 11967 0 11 89 4.488636 9.389908 2.397895 44 7116 0 19 17 2.833213 8.870101 2.944439 45 7758 0 12 42 3.73767 8.95 648 2.484907 46 11739 0 0 20 83 4.41884 9.370672 2.995732 47 5488 0 16 144 4.969813 8.610319 2.772589 48 9831 0 28 302 5.710427 9.193295 3.332205 49 33376 0 60 896 6.79794 10.41559 4.094345 50 9689 1 26 175 5.164786 9.178746 3.258096 51 4720 1 7 62 4.127134 8.45 9564 1.94591 52 18685 0 0 19 525 6.263398 9.835476 2.944439 53 18607 32 414 6.025866 9.831293 3. 465736 54 24525 27 495 6. 204558 10.107 45 3.295 837 o o o o 55 8940 5 38 3.6375 86 9.09829 1.609438 56 16318 35 444 6.095 825 9.700024 3.555348 File Edit Data Tools CPT em var9[10] enroll priv police crime Icrime Tenroll 1 21836 0 24 446 6.100319 9.991315 en Snapshots 1 police 3. 178054 2.564949 2 6485 O 0 13 1 0 8.777247 3 2123 0 3 3 1 0 7.660585 1.098612 4 8240 0 17 121 4.795791 9.016756 2.833213 5 19793 0 30 470 6.152733 9.893084 3.401197 6 3256 1 9 25 3.218876 8.088255 2.197225 7 11990 0 20 67 4.204693 9.391829 2.995 732 8 42615 0 44 1327 7. 190676 10.65 996 3.78419 9 5112 1 1 7 43 3.7612 8.539346 1.945 91 10 17689 0 18 484 6.182085 9.780698 2.890372 11 29088 0 0 21 170 5.135798 10.27808 3.044523 12 35210 0 32 1145 7.04316 10.46909 3.465736 13 4481 1 5 54 3.988984 8.407 601 1.609438 14 13570 1 6 82 4. 406719 9.515 616 1.791759 15 18772 0 0 12 468 6.148468 9.840121 2.484907 16 17572 0 11 491 6. 196444 9.774062 2.397895 17 15 669 0 10 499 6.212606 9.659439 2.302585 18 10359 0 12 186 5.225747 9.245 611 2.484907 19 19820 0 16 684 6.527958 9.894446 2.772589 20 81.73 1 1 2 65 4.174387 9. 008592 .6931472 21 7910 1 17 326 5.786897 8.975883 2.833213 22 30796 0 74 1712 7.445 417 10.33514 4.304065 23 24011 0 47 1384 7.232733 10.08627 3.850147 24 16897 0 24 781 6.660575 9.734891 25 17812 0 16 3.178054 2.772589 395 5.978886 9.787627 26 11188 0 8 124 4.820282 9.322598 2.079442 27 23958 0 21 568 6. 342122 10.08406 28 23958 o 14 411 3.044523 2.639057 6.018593 10.08406 81 49961 O 65 982 6.889591 10. 819 4.17 87 82 8980 O 9 72 4.276666 9. 102756 2. 1225 83 16798 O 15 252 5.529429 9.729015 70805 84 15759 0 14 169 5.129899 9.665167 2.639057 85 10654 o 9 233 5.451038 9. 27369 2. 197225 86 5861 0 1 55 4.007333 8.676076 O 87 9034 0 7 113 4.727388 9. 10875 1.945 91 88 43030 41 1228 7.113142 10.66965 3.713572 89 O O O C 26040 O O O 32 347 5.849325 10.16739 3.465736 90 11790 12 170 5.135798 9.375007 2. 484907 91 5141 0 10 114 4.736198 8.5 45 003 2.302585 92 5601 0 7 90 4.49981 8.6307 1.945 91 93 3176 0 + 56 4.025 352 8.063377 1.386294 O O O H 94 10992 187 5.231109 9.304923 2.197225 95 5034 1 15 2.70805 8.523971 1.945 91 96 7710 1 426 6.05 444 8.950274 1.609438 97 20693 O 32 616 6.423247 9.937551 3.465736 ady var9[10] enroll priv police crime Tcrime lenroll 1police 3.931826 57 54311 0 51 1839 7.516977 10.90248 en Snapshots 58 18688 0 24 361 5.888878 9.835637 3.178054 59 30051 0 50 1202 7.091742 10.31065 3.912023 60 0 27 294 5.68358 10.12451 3.295 837 24947 15164 61 o 21 145 4.976734 9.626679 3.044523 62 5803 0 6 50 3.912023 8.66613 1.791759 63 19770 0 27 351 5.860786 9.891921 3.295837 64 2167 0 8 85 4.442651 7.681099 2.079442 65 3850 0 O 7 47 3.850147 8.255829 1.94591 66 21250 0 0 26 691 6.53814 9.964112 3.25 8096 67 6209 0 10 118 4.770685 8.733755 2. 3025 85 68 8165 0 0 14 103 4.634729 9.007612 2.639057 69 1799 1 9 44 3.78419 7.494986 2.197225 70 14620 0 19 239 5.476463 9.590146 2.944439 71 6555 0 14 202 5.308268 8.787983 2.639057 72 3712 0 8 58 4.060443 8.219326 2.079442 73 3290 0 11 64 4.15 8883 8.098643 2.397895 74 2446 0 5 43 3.7612 7.802209 1.609438 75 4100 0 6 53 3.970292 8. 318742 1.791759 76 38989 0 48 969 6.876265 10.57103 3.871201 77 5.363 0 12 129 4.85 9812 8.587278 2.484907 78 26266 0 0 48 728 6.590301 10.17603 3.871201 79 1859 31 246 5.505332 7.527794 3.433987 80 25135 0 25 456 6.122493 10.13202 3.218876 81 49961 0 65 982 6.889591 10.819 4.174387 82 8980 9 72 4.276666 9. 102756 2.197225 83 16798 0 15 252 5.529429 9.729015 2.70805 84 15759 0 14 169 5.129899 9. 665167 2.639057 EFS 9 FOL 13 var9[10] enroll priv police crime Icrime Tenro11 1police 29 12412 0 8 8 140 4.941642 9.426419 2.079442 en Snapshots 30 2746 1 5 157 5.05 6246 7.917901 1.609438 31 21779 0 9 152 5.02388 9.988702 2.197225 A 32 31804 0 22 170 5.135798 10.36735 3.091043 33 42790 0 48 1962 7.58172 3.871201 10.66406 8.842316 34 6921 0 48 178 3.871201 5.181784 5.267858 35 8652 0 14 194 9.065546 2.639057 36 12530 0 15 106 4.663439 9.435881 2.70805 37 6271 0 8 90 4.49981 8.743691 2.079442 38 35343 0 26 2052 7.62657 10.47286 3.25 8096 39 27901 0 25 580 6.363028 10.23642 3.218876 40 56350 0 36 1372 7.224025 10.93934 3.583519 41 11382 0 63 276 5.620401 9.339788 4.143135 42 24620 0 0 25 935 6.8405 47 10.11131 3.218876 43 11967 0 11 89 4.488636 9.389908 2.397895 44 7116 0 19 17 2.833213 8.870101 2.944439 45 7758 0 12 42 3.73767 8.95 648 2.484907 46 11739 0 0 20 83 4.41884 9.370672 2.995732 47 5488 0 16 144 4.969813 8.610319 2.772589 48 9831 0 28 302 5.710427 9.193295 3.332205 49 33376 0 60 896 6.79794 10.41559 4.094345 50 9689 1 26 175 5.164786 9.178746 3.258096 51 4720 1 7 62 4.127134 8.45 9564 1.94591 52 18685 0 0 19 525 6.263398 9.835476 2.944439 53 18607 32 414 6.025866 9.831293 3. 465736 54 24525 27 495 6. 204558 10.107 45 3.295 837 o o o o 55 8940 5 38 3.6375 86 9.09829 1.609438 56 16318 35 444 6.095 825 9.700024 3.555348 File Edit Data Tools CPT em var9[10] enroll priv police crime Icrime Tenroll 1 21836 0 24 446 6.100319 9.991315 en Snapshots 1 police 3. 178054 2.564949 2 6485 O 0 13 1 0 8.777247 3 2123 0 3 3 1 0 7.660585 1.098612 4 8240 0 17 121 4.795791 9.016756 2.833213 5 19793 0 30 470 6.152733 9.893084 3.401197 6 3256 1 9 25 3.218876 8.088255 2.197225 7 11990 0 20 67 4.204693 9.391829 2.995 732 8 42615 0 44 1327 7. 190676 10.65 996 3.78419 9 5112 1 1 7 43 3.7612 8.539346 1.945 91 10 17689 0 18 484 6.182085 9.780698 2.890372 11 29088 0 0 21 170 5.135798 10.27808 3.044523 12 35210 0 32 1145 7.04316 10.46909 3.465736 13 4481 1 5 54 3.988984 8.407 601 1.609438 14 13570 1 6 82 4. 406719 9.515 616 1.791759 15 18772 0 0 12 468 6.148468 9.840121 2.484907 16 17572 0 11 491 6. 196444 9.774062 2.397895 17 15 669 0 10 499 6.212606 9.659439 2.302585 18 10359 0 12 186 5.225747 9.245 611 2.484907 19 19820 0 16 684 6.527958 9.894446 2.772589 20 81.73 1 1 2 65 4.174387 9. 008592 .6931472 21 7910 1 17 326 5.786897 8.975883 2.833213 22 30796 0 74 1712 7.445 417 10.33514 4.304065 23 24011 0 47 1384 7.232733 10.08627 3.850147 24 16897 0 24 781 6.660575 9.734891 25 17812 0 16 3.178054 2.772589 395 5.978886 9.787627 26 11188 0 8 124 4.820282 9.322598 2.079442 27 23958 0 21 568 6. 342122 10.08406 28 23958 o 14 411 3.044523 2.639057 6.018593 10.08406