Pairwise correlations between of property features and crimes rates in Johannesburg towns
| Variables | (1) | (2) | (3) | (4) | (5) | (6) |
|---|---|---|---|---|---|---|
| Johannesburg | ||||||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.41*** | 1 | ||||
| (3) lnRobbery | 0.1498*** | −0.0303*** | 1 | |||
| (4) lnBurglary | −0.1549*** | 0.0303*** | −0.6917*** | 1 | ||
| Tolerance (VIF) | 0.9989 (1.0011) | 0.5215 (1.9177) | 0.52147 (1.9177) | |||
| Randburg | ||||||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.4606*** | 1 | ||||
| (3) lnRobbery | 0.0847*** | −0.0652*** | 1 | |||
| (4) lnBurglary | −0.1683*** | 0.0756*** | −0.1681*** | 1 | ||
| Tolerance (VIF) | 0.9915 (1.0086) | 0.9690 (1.032) | 0.9675 (1.0336) | |||
| Roodeport | ||||||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.6212*** | 1 | ||||
| (3) lnRobbery | 0.0548*** | −0.0499*** | 1 | |||
| (4) lnBurglary | −0.1366*** | 0.0178*** | −0.3963*** | 1 | ||
| Tolerance (VIF) | 0.9975 (1.0025) | 0.8411 (1.1889) | 0.8429 (1.1863) | |||
| Midrand | ||||||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.5523*** | 1 | ||||
| (3) lnRobbery | 0.0819*** | −0.063*** | 1 | |||
| (4) lnBurglary | −0.118*** | 0.0247*** | −0.6603*** | 1 | ||
| (5) No. of Bedrooms | 0.5149*** | 0.6147*** | −0.0298*** | −0.015*** | 1 | |
| (6) No. of Bathrooms | 0.5248*** | 0.4746*** | −0.019*** | −0.023*** | 0.6774*** | 1 |
| Tolerance (VIF) | 0.6138 (1.6292) | 0.5616 (1.7807) | 0.5625 (1.7778) | 0.5354 (1.8678) | 0.4299 (2.360) | |
| Soweto | ||||||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.0897*** | 1 | ||||
| (3) lnRobbery | 0.1241*** | 0.0767*** | 1 | |||
| (4) lnBurglary | −0.1162*** | 0.0214*** | −0.1661*** | 1 | ||
| (5) No. of Bedrooms | 0.1383*** | 0.1792*** | 0.0251*** | 0.012*** | 1 | |
| (6) No. of Bathrooms | 0.1424*** | 0.1388*** | 0.1447*** | −0.0972*** | 0.4503*** | 1 |
| Tolerance (VIF) | 0.9583 (1.0435) | 0.9499 (1.0528) | 0.9624 (1.0389) | 0.7701 (1.2986) | 0.7791 (1.2836) | |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) |
|---|---|---|---|---|---|---|
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.41 | 1 | ||||
| (3) lnRobbery | 0.1498 | −0.0303 | 1 | |||
| (4) lnBurglary | −0.1549 | 0.0303 | −0.6917 | 1 | ||
| Tolerance ( | 0.9989 (1.0011) | 0.5215 (1.9177) | 0.52147 (1.9177) | |||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.4606 | 1 | ||||
| (3) lnRobbery | 0.0847 | −0.0652 | 1 | |||
| (4) lnBurglary | −0.1683 | 0.0756 | −0.1681 | 1 | ||
| Tolerance ( | 0.9915 (1.0086) | 0.9690 (1.032) | 0.9675 (1.0336) | |||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.6212 | 1 | ||||
| (3) lnRobbery | 0.0548 | −0.0499 | 1 | |||
| (4) lnBurglary | −0.1366 | 0.0178 | −0.3963 | 1 | ||
| Tolerance ( | 0.9975 (1.0025) | 0.8411 (1.1889) | 0.8429 (1.1863) | |||
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.5523 | 1 | ||||
| (3) lnRobbery | 0.0819 | −0.063 | 1 | |||
| (4) lnBurglary | −0.118 | 0.0247 | −0.6603 | 1 | ||
| (5) No. of Bedrooms | 0.5149 | 0.6147 | −0.0298 | −0.015 | 1 | |
| (6) No. of Bathrooms | 0.5248 | 0.4746 | −0.019 | −0.023 | 0.6774 | 1 |
| Tolerance ( | 0.6138 (1.6292) | 0.5616 (1.7807) | 0.5625 (1.7778) | 0.5354 (1.8678) | 0.4299 (2.360) | |
| (1) lnSalesPrice | 1 | |||||
| (2) lnPropertySize | 0.0897 | 1 | ||||
| (3) lnRobbery | 0.1241 | 0.0767 | 1 | |||
| (4) lnBurglary | −0.1162 | 0.0214 | −0.1661 | 1 | ||
| (5) No. of Bedrooms | 0.1383 | 0.1792 | 0.0251 | 0.012 | 1 | |
| (6) No. of Bathrooms | 0.1424 | 0.1388 | 0.1447 | −0.0972 | 0.4503 | 1 |
| Tolerance ( | 0.9583 (1.0435) | 0.9499 (1.0528) | 0.9624 (1.0389) | 0.7701 (1.2986) | 0.7791 (1.2836) | |
***, *** and *indicate 1, 5 and 10% significance levels, respectively