Package: EPLSIM 0.1.0

EPLSIM: Partial Linear Single Index Models for Environmental Mixture Analysis

Collection of ancillary functions and utilities for Partial Linear Single Index Models for Environmental mixture analyses, which currently provides functions for scalar outcomes. The outputs of these functions include the single index function, single index coefficients, partial linear coefficients, mixture overall effect, exposure main and interaction effects, and differences of quartile effects. In the future, we will add functions for binary, ordinal, Poisson, survival, and longitudinal outcomes, as well as models for time-dependent exposures. See Wang et al (2020) <doi:10.1186/s12940-020-00644-4> for an overview.

Authors:Yuyan Wang [aut, cre], Mengling Liu [aut, ctb]

EPLSIM_0.1.0.tar.gz
EPLSIM_0.1.0.zip(r-4.5)EPLSIM_0.1.0.zip(r-4.4)EPLSIM_0.1.0.zip(r-4.3)
EPLSIM_0.1.0.tgz(r-4.5-any)EPLSIM_0.1.0.tgz(r-4.4-any)EPLSIM_0.1.0.tgz(r-4.3-any)
EPLSIM_0.1.0.tar.gz(r-4.5-noble)EPLSIM_0.1.0.tar.gz(r-4.4-noble)
EPLSIM_0.1.0.tgz(r-4.4-emscripten)EPLSIM_0.1.0.tgz(r-4.3-emscripten)
EPLSIM.pdf |EPLSIM.html
EPLSIM/json (API)

# Install 'EPLSIM' in R:
install.packages('EPLSIM', repos = c('https://yuyanwangsixtwo.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/yuyanwangsixtwo/eplsim/issues

Datasets:
  • nhanes - This is data from NHANES 2003–2004
  • nhanes.new - This is updated data from original data based on NHANES 2003–2004 survey

On CRAN:

Conda:

3.70 score 1 stars 3 scripts 172 downloads 8 exports 45 dependencies

Last updated 2 years agofrom:a7ae14c51e. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 26 2025
R-4.5-winOKMar 26 2025
R-4.5-macOKMar 26 2025
R-4.5-linuxOKMar 26 2025
R-4.4-winOKMar 26 2025
R-4.4-macOKMar 26 2025
R-4.4-linuxOKMar 26 2025
R-4.3-winOKMar 26 2025
R-4.3-macOKMar 26 2025

Exports:confounder.transe.interaction.plote.main.plotinterquartile.quartile.plotmixture.overall.plotplsi.lr.v1si.coef.plotsi.fun.plot

Dependencies:abindarmbootciToolsclicodacolorspacedplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixmgcvminqamunsellnlmenloptrpillarpkgconfigR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangscalessurvivaltibbletidyselectutf8vctrsviridisLitewithr

An Introduction to EPLSIM Package

Rendered frommy-vignette.Rmdusingknitr::rmarkdownon Mar 26 2025.

Last update: 2023-03-02
Started: 2023-03-02