Table 4.
Mixed Effects Model Regressions
| Parameters | Model Parameters | |||||
|---|---|---|---|---|---|---|
| Parameter | Estimate (C.I.) | P-Value | SD | AIC | BIC | logLik |
| lme(TestCa ~ Race) | ||||||
| Asian-Am. | − 0.2 (− 0.39, − 0.02) | 0.0320 | 1.141 | 3566.977 | 3595.930 | − 1777.489 |
| Hispanic-Am. | 2.82 (2.65, 3) | 2.5E-150 | ||||
| NHCaucasian-Am. | 4.17 (4, 4.34) | 1.3E-246 | ||||
| lme(TestCa ~ Ethnic_THC_Exposure) | ||||||
| Ethnic_THC_Exp | 0.05 (0.04, 0.06) | 4.40E-31 | 0.202 | − 1595.682 | −1570.036 | 801.841 |
| lme(TestCa ~ Race + Ethnic_THC_Exposure) | ||||||
| NHCaucasian-Am. | 4.06 (3.88, 4.23) | 1.13E-234 | 1.126 | 3546.406 | 3580.177 | − 1766.203 |
| Hispanic-Am. | 2.93 (2.76, 3.11) | 4.23E-155 | ||||
| Ethnic_THC_Exp | 0.24 (0.15, 0.32) | 2.13E-07 | ||||
| lme(TestCa ~ Race * Ethnic_THC_Exposure) | ||||||
| NHCaucasian-Am. | 4.12 (3.95, 4.3) | 9.4E-236 | 1.115 | 3539.109 | 3587.320 | − 1759.554 |
| Hispanic-Am. | 3.17 (2.96, 3.37) | 1.5E-141 | ||||
| Hispanic-Am.: Ethnic_THC_Exp | 0.58 (0.4, 0.77) | 6.6E-10 | ||||
| NHCaucasian-Am.: Ethnic_THC_Exp | 0.16 (0.05, 0.27) | 0.0044 | ||||
| Asian-Am.: Ethnic_THC_Exp | 0.15 (−0.12, 0.43) | 0.2753 | ||||
| Asian-Am. | 0.06 (− 0.42, 0.54) | 0.8075 | ||||
| NHAfrican-Am.: Ethnic_THC_Exp | −0.05 (− 0.35, 0.25) | 0.7381 | ||||
| lme(TestCa ~ Year * Race) | ||||||
| Year: Hispanic-Am. | 0.2 (0.17, 0.22) | 2.9E-38 | 1.036 | 3427.797 | 3476.008 | − 1703.898 |
| Year: NHCaucasian-Am. | 0.02 (0.01, 0.04) | 0.0032 | ||||
| Hispanic-Am. | −396.69 (− 504.97, −288.41) | 1.5E-12 | ||||
| lme(TestCa ~ Year * Ethnic_THC_Exposure) | ||||||
| Ethnic_THC_Exp | 1.39 (1.25, 1.53) | 1.51E-72 | 2.110 | 4659.713 | 4683.846 | − 2324.857 |
| Year | −0.14 (−0.18, − 0.11) | 2.21E-17 | ||||
| Additive Model | ||||||
| lme(Rate ~ Cigarettes + AUD + Ethnic_THC_Exp + Analgesics + Cocaine) | ||||||
| AUD | 5.49 (5.11, 5.87) | 6.57E-162 | 0.180 | − 2610.768 | − 2559.484 | 1313.384 |
| Ethnic_THC_Exp | 0.05 (0.04, 0.06) | 5.80E-31 | ||||
| Cocaine | −2.46 (−3.3, −1.62) | 1.17E-08 | ||||
| Analgesics | −0.13 (− 0.16, − 0.1) | 3.09E-21 | ||||
| Cigarettes | − 1.12 (− 1.27, − 0.97) | 7.42E-49 | ||||
| Interactive Model - 3-Way | ||||||
| lme(Rate ~ Cigarettes * AUD * Ethnic_THC_Exp + Analgesics + Cocaine) | ||||||
| Cigarettes: AUD | 23.11 (21.54, 24.67) | 2.14E-169 | 0.179 | − 2675.013 | − 2617.321 | 1346.507 |
| Cigarettes: Ethnic_THC_Exp | 0.44 (0.31, 0.57) | 5.22E-11 | ||||
| Ethnic_THC_Exp | −0.05 (− 0.08, − 0.01) | 3.80E-03 | ||||
| Cocaine | −1.96 (−2.8, − 1.11) | 6.09E-06 | ||||
| Analgesics | − 0.13 (− 0.16, − 0.11) | 2.56E-22 | ||||
| Cigarettes | − 2.4 (− 2.59, − 2.2) | 2.39E-124 | ||||
| Interactive Model - 4-Way | ||||||
| lme(Rate ~ Cigarettes * AUD * Ethnic_THC_Exp * Analgesics + Cocaine) | ||||||
| Cigarettes: AUD | 23.48 (21.9, 25.05) | 6.73E-172 | 0.177 | − 2725.041 | − 2648.125 | 1374.520 |
| Analgesics | 0.31 (0.15, 0.48) | 0.0002 | ||||
| Ethnic_THC_Exp: Analgesics | 0.22 (0.07, 0.37) | 0.0036 | ||||
| Ethnic_THC_Exp | 0.64 (0.17, 1.1) | 0.0072 | ||||
| Cigarettes: Ethnic_THC_Exp | −3.8 (−5.8, −1.79) | 0.0002 | ||||
| Cigarettes: Ethnic_THC_Exp: Analgesics | −1.38 (−2.03, −0.73) | 3.19E-05 | ||||
| Cocaine | −1.87 (−2.71, − 1.02) | 1.62E-05 | ||||
| Cigarettes: Analgesics | −2.21 (− 2.96, − 1.47) | 6.05E-09 | ||||
| Cigarettes | −9.3 (− 11.61, −6.99) | 3.98E-15 | ||||