Table 10 Ovarian Cancer – Spatially and Temporally Lagged Space-Time Regression
Lagged Variables | Parameter | Model | ||||
|---|---|---|---|---|---|---|
Parameter | Estimate (C.I.) | P | Coefficient | Value | P-Value | |
Comprehensive Interactive Model - 1 Spatial Lag | ||||||
spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | ||||||
Spatial Lags: | White | 47.91 (20.68, 75.13) | 0.0006 | S.D. | 0.4125 | |
THC, 1 | Age | −2 (−3.46, − 0.55) | 0.0070 | Log.Lik | −672.3628 | |
Cannabidiol, 1 | Cannabigerol: Cannabidiol | − 0.94 (− 1.59, − 0.28) | 0.0053 | phi | 4.2682 | 1.83e-08 |
Cannabigerol, 1 | THC: Cannabigerol | −6.3 (− 10.51, − 2.08) | 0.0034 | rho | − 0.5883 | 2.59e-12 |
THC | −31.25 (−46.22, − 16.28) | 4.3e-05 | lambda | 0.6520 | < 2.2e-16 | |
Spatial: | Comprehensive Interactive Model - 1 Spatial & 1 Temporal Lags | |||||
THC, 1 | THC Lagged both Temporally and Spatially | |||||
Cannabigerol, 1 | spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | |||||
Cannabidiol, 1 | Cigarettes | 6.17 (3.38, 8.97) | 1.54e-05 | S.D. | 0.6109 | |
Temporal: | Hispanic | 0.16 (0.03, 0.29) | 0.0162 | Log.Lik | −621.5385 | |
Cigarettes,1 | African | −0.11 (−0.21, − 0.02) | 0.0201 | phi | 0.5509 | 8.38e-05 |
AUD,1 | AIAN | −5.2 (−8.47, −1.94) | 0.0018 | rho | −0.6617 | 9.76e-16 |
THC, 1 | Cigarettes: CBG: CBD | −0.28 (− 0.45, − 0.11) | 0.0013 | lambda | 0.6109 | < 2.2e-16 |
Analgesics, 1 | Income | −0.83 (−1.3, − 0.36) | 0.0006 | |||
Cocaine, 1 | THC | −0.22 (− 0.32, − 0.12) | 1.07e-05 | |||
Spatial: | Comprehensive Interactive Model - 1 Spatial & 2 Temporal Lags | |||||
THC, 1 | THC Lagged both Temporally and Spatially | |||||
Cannabigerol, 1 | spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | |||||
Cannabidiol, 1 | CBG | 0.77 (0.38, 1.16) | 9.90e-05 | S.D. | 0.6190 | |
Temporal: | Income | −0.76 (−1.23, − 0.29) | 0.0017 | Log.Lik | −567.1623 | |
Cigarettes,2 | THC | −0.52 (− 0.78, − 0.26) | 7.78e-05 | phi | 0.5898 | 8.16e-05 |
AUD,2 | THC | −0.33 (− 0.48, − 0.17) | 2.67e-05 | rho | −0.5512 | 2.44e-08 |
THC, 2 | lambda | 0.5790 | < 2.2e-16 | |||
Analgesics, 2 | ||||||
Cocaine, 2 | ||||||
Spatial: | Comprehensive Interactive Model - 1 Spatial & 4 Temporal Lags | |||||
THC, 1 | THC Lagged both Temporally and Spatially | |||||
Cannabigerol, 1 | spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | |||||
Cannabidiol, 1 | CBG | 0.76 (0.22, 1.31) | 0.0061 | S.D. | 0.5875 | |
Temporal: | Cocaine | 0.25 (0.09, 0.42) | 0.0023 | Log.Lik | − 452.9861 | |
Cigarettes,4 | THC: CBG | 0.2 (0.05, 0.35) | 0.0073 | phi | 0.4665 | 0.0001169 |
AUD,4 | Cigarettes: THC: CBG: THC | −4.21 (−8.39, −0.03) | 0.0482 | rho | −0.4140 | 0.0006749 |
THC, 4 | Cigarettes: THC: CBG: CBD: THC | −1.24 (−2.34, −0.15) | 0.0261 | lambda | 0.4449 | 7.33e-08 |
Analgesics, 4 | THC | −0.47 (− 0.62, − 0.33) | 9.73e-11 | |||
Cocaine, 4 | ||||||