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Table 5 Results of model selection for the NHANES data (2005–2008)

From: Statistical strategies for constructing health risk models with multiple pollutants and their interactions: possible choices and comparisons

Method Response variable - Bilirubin Response variable - GGT
Main effects Interactions Main effects Interactions
BMA OP, EPAR, P8, MEOHP, MiBP OP*EPAR, OP*MEOHP, P8*MEOHP, MEOHP*MiBP EPAR, PPAR, MCPP, MEOHP, MiBP, 2,5-DCP EPAR*PPAR, EPAR*MCPP, EPAR*MiBP, MEOHP*2,5-DCP,
LASSO OP, TCS, EPAR, P8, MCPP, MEOHP, MiBP OP*EPAR, OP*MEOHP, TCS*EPAR, TCS*MCPP, EPAR*MCPP, P8*MCPP EPAR, PPAR, P8, MCPP, MEOHP, MiBP, 2,5-DCP, 2,4,5-TCP EPAR*PPAR, EPAR*P8, EPAR*MCPP, EPAR*MiBP, EPAR*2,5-DCP, PPAR*2,4,5-TCP, P8*MCPP, MCPP*2,4,5-TCP, MiBP*2,4,5-TCP
SPCA OP, EPAR, P8, MCPP, MEOHP, MiBP OP*P8, OP*MEOHP, P8*MCPP, P8*MEOHP, P8*MiBP EPAR, PPAR, P8, MCPP, MEOHP, MiBP, 2,5-DCP, 2,4,5-TCP EPAR*PPAR, MCPP*2,5-DCP, EPAR*MEOHP, EPAR*MiBP, EPAR*2,5-DCP, P8*MEOHP, MEOHP*2,5-DCP, P8*2,5-DCP, EPAR*P8
DSA OP, TCS, EPAR, P8, MCPP, MEOHP, MiBP N/A EPAR, PPAR, P8, MCPP, MEOHP, MiBP, 2,5-DCP, 2,4,5-TCP N/A
  1. Phthalates: MEHP, mono(2-ethylhexyl) phthalate; MEHHP, mono(2-ethyl-5-hydroxyhexyl) phthalate; MEOHP, mono(2-ethyl-5-oxohexyl) phthalate; MECPP, mono(2-ethyl-5-carboxypentyl) phthalate; MnBP, mono-n-butyl phthalate; MiBP, mono-isobutyl phthalate; MBzP, mono-benzyl phthalate; MEP, mono-ethyl phthalate; MCPP, mono(3-carboxypropyl) phthalate. Phenols: BPA, bisphenol-A; TCS, triclosan; BPAR, butyl paraben; EPAR, ethyl paraben; MPAR, methyl paraben; PPAR, propyl paraben; BP3, benzophenone-3; OP, 4-tert octylphenol. Pesticides: 2,5-DCP, 2,5-dichlorophenol; 2,4-DCP, 2,4-dichlorophenol; OPP, o-phenyl phenol; 2,4,5-TCP, 2,4,5-trichlorophenol; 2,4,6-TCP, 2,4,6-trichlorophenol. Perchlorate and related anions: P8, perchlorate; NO3, nitrate; SCN, thiocyanate.