Table 10 Lagged geospatiotemporal regression models
Lagged Variables | Parameter | Model | ||||||
|---|---|---|---|---|---|---|---|---|
Parameter | Estimate (C.I.) | P-Value | LogLik | S.D. | Model Parameter | Estimate | P-Value | |
Spatial Lagging - 1 Spatial Lag | Â | Â | Â | Â | Â | |||
spreml (ALL_Rate ~ Cigarettes * THC* Cannabigerol + AUD + Analgesics + Cocaine + Income + 5_Races) | ||||||||
CBG, 1 | Hispanic | 0.19 (0.14, 0.25) | 3.8E-11 | − 161.6159 | N/A | rho | 0.3329 | 0.0005 |
Asian | 0.15 (0.07, 0.23) | 0.0003 |  |  | lambda | −0.3858 | 0.0002 | |
THC | 0.47 (0.12, 0.82) | 0.0083 | Â | Â | Â | Â | Â | |
Income | −0.43 (−0.72, − 0.13) | 0.0045 |  |  |  |  |  | |
Cigarettes: THC: Cannabigerol | − 2.67 (− 3.97, − 1.37) | 5.9E-05 |  |  |  |  |  | |
Cigarettes: THC | −11.45 (− 16.99, − 5.9) | 5.2E-05 |  |  |  |  |  | |
African-Am. | − 0.18 (− 0.22, − 0.14) | 2.3E-16 |  |  |  |  |  | |
Spatial Lagging - 2 Spatial Lags | Â | Â | Â | Â | Â | |||
spreml (ALL_Rate ~ Cigarettes * THC* Cannabigerol + AUD + Analgesics + Cocaine + Income + 5_Races) | ||||||||
CBG, 2 | Hispanic | 0.21 (0.15, 0.27) | 3.0E-12 | −162.0804 | N/A | rho | 0.2875 | 0.0065 |
Asian | 0.14 (0.06, 0.22) | 0.0006 |  |  | lambda | − 0.3379 | 0.0024 | |
Cannabigerol | 0.80 (0.16, 1.43) | 0.0140 | Â | Â | Â | Â | Â | |
Cigarettes | −10.92 (−21.53, −0.3) | 0.0439 |  |  |  |  |  | |
Cigarettes: Cannabigerol | − 3.42 (−6.41, − 0.42) | 0.0253 |  |  |  |  |  | |
Income | −0.37 (− 0.69, − 0.05) | 0.0252 |  |  |  |  |  | |
Cigarettes: THC | −8.23 (−13.46, − 3.01) | 0.0020 |  |  |  |  |  | |
Cigarettes: THC: Cannabigerol | − 2.35 (− 3.82, − 0.89) | 0.0016 |  |  |  |  |  | |
African-Am. | − 0.17 (− 0.21, − 0.13) | 7.3E-15 |  |  |  |  |  | |
Temporal Lagging - 1 Lag | Â | Â | Â | Â | Â | |||
spreml (ALL_Rate ~ Cigarettes * THC* Cannabigerol + AUD + Analgesics + Cocaine + Income + 5_Races) | ||||||||
CBG, 1 | Hispanic | 0.22 (0.15, 0.29) | 1.1E-09 | − 139.8349 | N/A | psi | 0.0981 | 0.0430 |
Cannabigerol | 0.82 (0.25, 1.39) | 0.0046 | Â | Â | rho | 0.1312 | 0.4054 | |
Asian | 0.12 (0.03, 0.2) | 0.0093 |  |  | lambda | −0.2103 | 0.1734 | |
AIAN | −2.2 (−4.08, −0.32) | 0.0217 |  |  |  |  |  | |
Cigarettes | −12.59 (−22.78, − 2.39) | 0.0155 |  |  |  |  |  | |
Cigarettes: Cannabigerol | −3.73 (−6.58, −0.89) | 0.0101 |  |  |  |  |  | |
Income | −0.46 (− 0.81, − 0.11) | 0.0099 |  |  |  |  |  | |
Cigarettes: THC | −6.13 (−9.34, − 2.93) | 0.0002 |  |  |  |  |  | |
Cigarettes: THC: Cannabigerol | −1.73 (− 2.61, − 0.86) | 9.7E-05 |  |  |  |  |  | |
African-Am. | −0.2 (− 0.24, − 0.15) | < 2.2E-16 |  |  |  |  |  | |
Temporal Lagging - 2 Lags | Â | Â | Â | Â | Â | |||
spreml (ALL_Rate ~ Cigarettes * THC* Cannabigerol + AUD + Analgesics + Cocaine + Income + 5_Races) | ||||||||
CBG, 2 | Hispanic | 0.18 (0.12, 0.24) | 2.0E-09 | −132.1090 | N/A | rho | 0.2545 | 0.0368 |
Asian | 0.16 (0.07, 0.24) | 0.0003 |  |  | lambda | −0.2987 | 0.0169 | |
Cigarettes: THC | −3.05 (−5.82, −0.28) | 0.0308 |  |  |  |  |  | |
Cigarettes: THC: Cannabigerol | −0.86 (−1.61, − 0.12) | 0.0226 |  |  |  |  |  | |
Income | −0.51 (− 0.81, − 0.21) | 0.0010 |  |  |  |  |  | |
African-Am. | − 0.18 (− 0.22, − 0.14) | 6.9E-16 |  |  |  |  |  | |