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EPLSIM

Partial Linear Single Index Models for Environmental Mixture Analysis

v0.1.1 · May 5, 2025 · MIT + file LICENSE

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) <doi:10.1186/s12940-020-00644-4> for an overview.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies ggplot2 MASS ciTools EPLSIM

Version History

new 0.1.1 Mar 10, 2026
updated 0.1.1 ← 0.1.0 diff May 4, 2025
new 0.1.0 Mar 7, 2023