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Table 11 Geospatiotemporal ethnic regression models

From: Cannabinoid exposure as a major driver of pediatric acute lymphoid Leukaemia rates across the USA: combined geospatial, multiple imputation and causal inference study

Parameter Model
Parameter Estimate (C.I.) P-Value LogLik S.D. Model Parameter Estimate P-Value
Ethnic THC Exposure - Additive
spreml (ALL_Rate ~ Caucasian-Am._THC_Exp + African-Am._THC_Exp + Hispanic-Am._THC_Exp + Asian-AM._THC_Exp + AIAN-Am.THC_Exp + NHPI_THC_Exp)
  HispanicTHC_Expos. 0.39 (0.13, 0.65) 0.0038 −190.5057 0.3912 phi 0.5148 0.0005
  NHAfrican-Am.THC_Expos. 0.34 (0.06, 0.63) 0.0184    rho −0.3454 0.0099
  NHCaucas.-Am.THC_Expos. −0.75 (−1.25, − 0.25) 0.0032    lambda 0.2982 0.0063
Ethnic THC Exposure - Interactive
spreml (ALL_Rate ~ Caucasian-Am._THC_Exp * African-Am._THC_Exp * Hispanic-Am._THC_Exp + Asian-AM._THC_Exp + AIAN-Am.THC_Exp + NHPI_THC_Exp)
  NHCaucas.-Am.THC_Expos.: NHAfrican-Am.THC_Expos.: HispanicTHC_Expos. 0.12 (0.04, 0.2) 0.0031 − 1847.4309 0.3817 phi 0.5033 0.0004
  NHCaucas.-Am.THC_Expos. −0.06 (− 0.11, 0) 0.0349    rho −0.4053 0.0005
  NHCaucas.-Am.THC_Expos.: HispanicTHC_Expos. −0.1 (− 0.16, − 0.04) 0.0007    lambda 0.3359 0.0003
Ethnic THC Exposure - Interactive in Substances and in Ethnicity
spreml (ALL_Rate ~ Cigarettes * AUD + Analgesics + Cocaine + Caucasian-Am._THC_Exp * African-Am._THC_Exp * Hispanic-Am._THC_Exp + Asian-AM._THC_Exp + AIAN-Am.THC_Exp + NHPI_THC_Exp)
  NHCaucas.-Am.THC_Expos.: NHAfrican-Am.THC_Expos.: HispanicTHC_Expos. 0.12 (0.04, 0.2) 0.0023 −180.6319 0.3642 phi 0.3436 0.0021
  Cigarettes: AUD 16.13 (3.39, 28.87) 0.0131    rho −0.3769 0.0016
  NHCaucas.-Am.THC_Expos. −0.08 (− 0.16, − 0.01) 0.0305    lambda 0.3057 0.0014
  Cigarettes − 2.86 (− 4.67, −1.05) 0.0019      
  NHCaucas.-Am.THC_Expos.: HispanicTHC_Expos. −0.12 (− 0.18, − 0.06) 7.5E-05      
  1. Technical Notes:
  2. phi: - Idiosyncratic component of the spatial error term
  3. psi: - Individual time-invariant component of the spatial error term
  4. rho: - Spatial autoregressive parameter
  5. lambda: - Spatial autocorrelation coefficient