Table 20 Obstructive Genitourinary Defects - Introductory Space – Time Regression Models
Lagged Variables | Parameter | Model Parameters | ||||
|---|---|---|---|---|---|---|
Parameter | Estimate (C.I.) | P-Value | Parameter | Value | Model P-Value | |
Additive Model - Drugs | S.D. | 0.2111 | ||||
spreml(Rate ~ Cigarettes + Cannabis + Analgesics + Bng.Alcohol + Cocaine) | LogLik | −34.1136 | ||||
Cannabis Alone Significant | ||||||
Cannabis | 10.61 (4.7, 16.52) | 0.0004 | psi | 0.9753 | < 2.2e-16 | |
Interactive Model - Drugs | S.D. | 2.5182 | ||||
spreml(Rate ~ Cigarettes * Cannabis * Analgesics * Bng.Alcohol + Cocaine) | LogLik | −265.2450 | ||||
Cannabis Alone Significant | ||||||
Cannabis | 10.61 (4.7, 16.52) | 0.0004 | psi | 0.9752598 | < 2.2e-16 | |
Interactive Model - Drugs - 1 Years Lag | ||||||
spreml(Rate ~ Cigarettes * Cannabis * Analgesics * Bng.Alcohol + Cocaine) | ||||||
Cannabis, 1 | No significant terms remaining in final model | |||||
2 Years Lag | ||||||
Interactive Model - Drugs | ||||||
spreml(Rate ~ Cigarettes * Cannabis * Analgesics * Bng.Alcohol + Cocaine) | ||||||
Cannabis, 2 | Cannabis | 241.68 (65.24, 418.12) | 0.0073 | S.D. | 11.2206 | |
Cocaine | 28.63 (5.32, 51.93) | 0.0161 | LogLik | −118.9370 | ||
Cannabis: Bng.Alcohol | −1008.107 (−1720.7, −295.52) | 0.0056 | ||||
Bng.Alcohol | −3055.107 (−5206.69, −903.52) | 0.0054 | ||||
THC | S.D. | 2.5182 | ||||
spreml(Rate ~ THC) | LogLik | −265.2450 | ||||
THC | 8.14 (4.27, 12) | 3.78E-05 | psi | 0.9769 | < 2.2e-16 | |
Cannabigerol | S.D. | 2.5789 | ||||
spreml(Rate ~ Cannabigerol) | LogLik | −270.4920 | ||||
Cannabigerol | 7.54 (3.14, 11.94) | 7.74E-04 | psi | 0.9752 | < 2.2e-16 | |
Cannabidiol | S.D. | 2.7184 | ||||
spreml(Rate ~ Cannabidiol) | LogLik | −270.4921 | ||||
Cannabidiol | 4.42 (−0.34, 9.18) | 0.0687 | psi | 0.9731 | < 2.2e-16 | |
Additive Model - Drugs & Cannabinoids | S.D. | 2.5182 | ||||
spreml(Rate ~ Cigarettes + THC + CBG + CBD + Analgesics + Bng.Alcohol + Cocaine) | LogLik | −271.5570 | ||||
THC Alone Significant | ||||||
THC | 8.14 (4.27, 12) | 3.78E-05 | psi | 0.9769 | < 2.2e-16 | |
Interactive Model - Drugs & Cannabinoids | S.D. | 2.4848 | ||||
spreml(Rate ~ Cigarettes * THC * CBG * CBD + Analgesics + Bng.Alcohol + Cocaine) | LogLik | −264.4223 | ||||
THC Alone Significant | ||||||
THC | 8.14 (4.27, 12) | 3.78E-05 | psi | 0.9768613 | < 2.2e-16 | |
Interactive Model - Cannabinoids - 1 Years Lag | ||||||
THC, 1 | spreml(Rate ~ Cigarettes * THC * CBD + Analgesics + Bng.Alcohol + Cocaine) | |||||
CBD, 1 | No significant terms remaining in final model | |||||
Interactive Model - Cannabinoids - 2 Years Lag | ||||||
THC, 2 | spreml(Rate ~ Cigarettes * THC * CBD + Analgesics + Bng.Alcohol + Cocaine) | |||||
CBD, 2 | No significant terms remaining in final model | |||||