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EPLSIM

Partial Linear Single Index Models for Environmental mixture analysis

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Install

install.packages('EPLSIM')

Monthly Downloads

536

Version

0.1.0

License

MIT + file LICENSE

Issues

0

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0

Stars

1

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0

Maintainer

Yuyan Wang

Last Published

March 8th, 2023

Functions in EPLSIM (0.1.0)

mixture.overall.plot

plot mixture's overall effect based on quantile of exposures
e.main.plot

plot single exposure's main effect
interquartile.quartile.plot

plot interquartile effect of specific exposure based on quartile of other exposures
nhanes.new

This is updated data from original data based on NHANES 2003–2004 survey
confounder.trans

Transformation for confounder vector Z
e.interaction.plot

plot interaction effect of two exposures
nhanes

This is data from NHANES 2003–2004
plsi.lr.v1

Partial linear single index linear regression for scalar outcome
si.fun.plot

plot estimated single index function
si.coef.plot

plot estimated single index coefficients