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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