Lagging | Parameter | Model | ||||
---|---|---|---|---|---|---|
Lagged Variables | Parameter | estimate (C.I.) | P | Coefficient | Value | P-Value |
Spatiotemporal Lags | ||||||
Comprehensive Interactive Model - 1 Spatial & 2 Temporal Lags | ||||||
THC Temporally Lagged | ||||||
spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | ||||||
Spatial: | Income | 6.59 (3.22, 9.96) | 0.0001 | S.D. | 4.6652 | |
THC, 1 | Cocaine | 1.82 (0.58, 3.06) | 0.0039 | Log.Lik | −1759.5510 | |
Cannabigerol, 1 | Analgesics | 2.54 (0.16, 4.92) | 0.0365 | phi | 1.9006 | 0.0003446 |
Cannabidiol, 1 | Hispanic | −1.74 (−3.13, − 0.35) | 0.0139 | psi | 0.5811 | < 2.2e-16 |
Temporal: | Cigarettes: THC: CBD | −128.33 (− 199.73, −56.93) | 0.0004 | rho | − 0.8096 | < 2.2e-16 |
Cigarettes,2 | Age | −0.82 (−1.27, − 0.37) | 0.0004 | lambda | 0.8158 | < 2.2e-16 |
AUD,2 | Cigarettes: THC | −513.27 (− 786.94, − 239.59) | 0.0002 | |||
THC, 2 | Cigarettes: THC: CBG: CBD | −39.99 (− 60.98, −19) | 0.0002 | |||
Analgesics, 2 | Cigarettes: THC: CBG | −158.61 (− 238.74, − 78.49) | 0.0001 | |||
Cocaine, 2 | THC | −2.9 (−3.93, − 1.87) | 3.11e-08 | |||
Comprehensive Interactive Model - 1 Spatial & 2 Temporal Lags | ||||||
Cannabidiol Temporally Lagged | ||||||
spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | ||||||
Spatial: | CBD | 2.08 (1.19, 2.98) | 5.20e-06 | S.D. | 4.7079 | |
THC, 1 | Cocaine | 2.56 (1.3, 3.81) | 6.75e-05 | Log.Lik | − 1758.7820 | |
Cannabigerol, 1 | Income | 5.5 (2.26, 8.75) | 0.0009 | phi | 5.3487 | 1.83e-08 |
Cannabidiol, 1 | CBD.Spatial | 1.06 (0.03, 2.1) | 0.0442 | psi | 0.6391 | < 2.2e-16 |
Temporal: | AIAN | −32.1 (−60.98, −3.21) | 0.0294 | rho | −0.7110 | 5.65e-16 |
Cigarettes,2 | THC: CBG: CBD | −0.43 (− 0.81, − 0.05) | 0.0257 | lambda | 0.6854 | < 2.2e-16 |
AUD,2 | Hispanic | −2.33 (−3.69, −0.97) | 0.0008 | |||
Cannabidiol, 2 | Cigarettes: THC: CBD | −163.72 (− 246.95, −80.48) | 0.0001 | |||
Analgesics, 2 | Cigarettes: THC: CBG: CBD | −48.79 (−73.06, − 24.51) | 8.17e-05 | |||
Cocaine, 2 | Cigarettes: THC | −651.36 (−967.53, − 335.2) | 5.39e-05 | |||
Cigarettes: THC: CBG | −199.58 (− 291.7, − 107.47) | 2.17e-05 | ||||
Age | −1.18 (− 1.59, − 0.76) | 2.36e-08 | ||||
Spatial: | Comprehensive Interactive Model - 1 Spatial & 4 Temporal Lags | |||||
THC, 1 | THC Temporally Lagged | |||||
Cannabigerol, 1 | spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | |||||
Cannabidiol, 1 | THC | 642.76 (165.3, 1120.23) | 0.0083 | S.D. | 18.5723 | |
Temporal: | CBG: THC | 181.1 (41.49, 320.71) | 0.0110 | Log.Lik | − 2045.3050 | |
Cigarettes,4 | CBD: THC | 146.56 (25.64, 267.49) | 0.0175 | phi | 2.2917 | 0.0009418 |
AUD,4 | CBG: CBD: THC | 41.24 (5.57, 76.9) | 0.0235 | psi | 0.6228 | < 2.2e-16 |
THC, 4 | Cocaine | 1.42 (0.18, 2.65) | 0.0247 | rho | −0.8426 | < 2.2e-16 |
Analgesics, 4 | Cigarettes: CBG: CBD: THC | −192.44 (− 336.83, −48.04) | 0.0090 | lambda | 0.8542 | < 2.2e-16 |
Cocaine, 4 | Cigarettes: CBD: THC | − 694.28 (−1189.26, − 199.3) | 0.0060 | |||
Hispanic | −2 (−3.43, −0.58) | 0.0060 | ||||
Cigarettes: CBG: THC | − 837.5 (− 1403.64, − 271.36) | 0.0037 | ||||
Cigarettes: THC | − 3015.28 (− 4971.81, − 1058.74) | 0.0025 | ||||
Age | −1.06 (− 1.48, − 0.64) | 7.82e-07 | ||||
Spatial: | Comprehensive Interactive Model - 1 Spatial & 4 Temporal Lags | |||||
THC, 1 | Cannabidiol Temporally Lagged | |||||
Cannabigerol, 1 | spreml(Cancer Rate ~ Age + Cigarettes * THC * CBG * CBD + AUD + Analgesics + Cocaine + Income + Five Races) | |||||
Cannabidiol, 1 | Cocaine | 2.34 (1.21, 3.46) | 4.53e-05 | S.D. | 4.7813 | |
Temporal: | THC: CBG | 19.63 (6.78, 32.48) | 0.0028 | Log.Lik | − 1492.4380 | |
Cigarettes,4 | THC | 64.38 (22.13, 106.64) | 0.0028 | phi | 2.2091 | 0.0002842 |
AUD,4 | CBD | −1.05 (−2.04, −0.06) | 0.0374 | psi | 0.5981 | < 2.2e-16 |
Cannabidiol, 4 | Cigarettes: THC: CBG: CBD: CBD.Spatial | −0.41 (− 0.78, − 0.05) | 0.0272 | rho | −0.8249 | < 2.2e-16 |
Analgesics, 4 | Cigarettes: THC: CBG | −83.75 (− 136.43, −31.07) | 0.0018 | lambda | 0.8468 | < 2.2e-16 |
Cocaine, 4 | Hispanic | −2.26 (−3.63, − 0.9) | 0.0012 | |||
Cigarettes: THC | −303.31 (−480.04, −126.57) | 0.0008 | ||||
Age | −1.06 (− 1.48, −0.64) | 7.18e-07 |