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EPLSIM  

Partial Linear Single Index Models for Environmental Mixture Analysis
View on CRAN: Click here


Download and install EPLSIM package within the R console
Install from CRAN:
install.packages("EPLSIM")

Install from Github:
library("remotes")
install_github("cran/EPLSIM")

Install by package version:
library("remotes")
install_version("EPLSIM", "0.1.0")



Attach the package and use:
library("EPLSIM")
Maintained by
Yuyan Wang
[Scholar Profile | Author Map]
First Published: 2023-03-08
Latest Update: 2023-03-08
Description:
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) for an overview.
How to cite:
Yuyan Wang (2023). EPLSIM: Partial Linear Single Index Models for Environmental Mixture Analysis. R package version 0.1.0, https://cran.r-project.org/web/packages/EPLSIM. Accessed 10 Apr. 2025.
Previous versions and publish date:
No previous versions
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Complete documentation for EPLSIM
Functions, R codes and Examples using the EPLSIM R package
Full EPLSIM package functions and examples
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