Partial Linear Single Index Models for Environmental Mixture Analysis

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Documentation for package ‘EPLSIM’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

confounder.trans	Transformation for confounders vector Z before modeling
e.interaction.plot	Plot interaction effect of two exposures from PLSIM
e.main.plot	Plot single exposure's main effect from PLSIM
interquartile.quartile.plot	Plot interquartile effect of specific exposure based on quartile of other exposures
mixture.overall.plot	Plot mixture's overall effect based on quantile of exposures from PLSIM
nhanes	This is data from NHANES 2003–2004
nhanes.new	This is an updated data from original data based on NHANES 2003–2004 survey
plsi.log.auto	Partial linear single index log-linear regression with automatic smoothness selection
plsi.logistic.auto	Partial linear single index logistic regression with automatic smoothness selection
plsi.lr.auto	Partial linear single index regression with automatic smoothness selection
plsi.lr.v1	Partial linear single index linear regression for scalar outcome, earliest version
plsi.lr.v2	Partial linear single index linear regression for scalar outcome, second version
si.coef.plot	Plot estimated single index coefficients frpm PLSIM
si.fun.plot	Plot estimated single index function