From: Spatial analysis of outdoor indecent assault risk: a study using ambient population data
 | Indecent assault | |||
---|---|---|---|---|
Daytime | Nighttime | |||
Median | 95% CI | Median | 95% CI | |
Intercept | − 4.23 | [− 4.72, − 3.81] | − 2.91 | [− 3.28, − 2.61] |
Ambient population variables | Â | Â | Â | Â |
 Factor 1: Suburban residential area | 0.13 | [− 0.27, 0.51] | 0.27 | [0.10, 0.46] |
 Factor 2: Place of work and shopping with office and shopping areas | − 0.04 | [− 0.33, 0.23] | 0.03 | [− 0.13, 0.18] |
 Factor 3: Areas with many students in or near high schools and universities | − 0.01 | [− 0.37, 0.26] | 0.10 | [− 0.05, 0.23] |
 Factor 4: Nightlife in the downtown area, shopping destinations for young and older women | 0.12 | [− 0.02, 0.23] | 0.13 | [0.03, 0.23] |
 Factor 5: Residential area with a large number of young people | 0.14 | [− 0.10, 0.34] | 0.13 | [0.00, 0.25] |
 Factor 6: Residential area with a stable population of people in their 30s–50s | − 0.01 | [− 0.24, 0.19] | − 0.06 | [− 0.20, 0.06] |
 Factor 7: Places of work for men, such as factories | − 0.05 | [− 0.38, 0.22] | 0.06 | [− 0.07, 0.19] |
 Factor 8: Daytime activity places for young women and older people, such as hospitals and welfare facilities | 0.12 | [− 0.10, 0.33] | 0.19 | [0.07, 0.31] |
Built-environment variables | Â | Â | Â | Â |
 Building area | − 0.10 | [− 0.85, 0.57] | 0.39 | [0.07, 0.73] |
 Total street length | 0.63 | [0.14, 1.11] | 0.50 | [0.25, 0.78] |
Facility variables | Â | Â | Â | Â |
 Number of train stations | 0.31 | [0.12, 0.49] | 0.09 | [− 0.03, 0.21] |
 Number of bus stops | − 0.05 | [− 0.28, 0.19] | 0.05 | [− 0.08, 0.18] |
 Number of high schools | 0.26 | [0.04, 0.45] | 0.10 | [− 0.03, 0.22] |
 Number of universities and junior colleges | − 0.07 | [− 0.45, 0.16] | − 0.09 | [− 0.25, 0.05] |
 Number of life-related and entertainment services | 0.14 | [− 0.20, 0.45] | 0.01 | [− 0.19, 0.21] |
\(\tau\) | 0.01 | [0.00, 0.04] | 2.35 | [1.00, 4.50] |
\(\rho\) | 0.35 | [0.02, 0.91] | 0.24 | [0.02, 0.61] |
DIC | 378.4 | Â | 1265.9 | Â |
DIC (without ambient population variables) | 369.5 | Â | 1274.2 | Â |
DIC (without random effect with spatial correlation) | 378.8 | Â | 1387.8 | Â |