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SRMERS: Semi-Parametric Shape-Restricted Fixed/Mixed Effect(s) Regression Spline

Select the most suitable shape to describe the relationship between the exposure and the outcome among increasing, decreasing, convex, and concave shapes (Yin et al. (2021) <doi:10.1007/s13571-020-00246-7>); estimate the direct and indirect effects with prior knowledge on the relationship between the mediator and the outcome with binary exposure (Yin et al. (2024) <doi:10.1007/s13571-024-00336-w>); estimate the direct and indirect effects using linear regression-based approach (VanderWeele (2015, ISBN:9780199325870)).

Version: 0.1.1
Depends: R (≥ 4.4.0)
Imports: splines2, stats, lme4, nloptr, dplyr, MASS, coneproj, Matrix
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2026-01-13
DOI: 10.32614/CRAN.package.SRMERS
Author: Qing Yin [aut, cre], Shyamal Das Peddada [aut], Jennifer Joan Adibi [aut], Jong-Hyeon Jeong [aut]
Maintainer: Qing Yin <qiy25 at pitt.edu>
License: GPL-3
NeedsCompilation: no
Materials: README
CRAN checks: SRMERS results

Documentation:

Reference manual: SRMERS.html , SRMERS.pdf
Vignettes: SRMERS-intro (source, R code)

Downloads:

Package source: SRMERS_0.1.1.tar.gz
Windows binaries: r-devel: not available, r-release: SRMERS_0.1.1.zip, r-oldrel: not available
macOS binaries: r-release (arm64): SRMERS_0.1.1.tgz, r-oldrel (arm64): SRMERS_0.1.1.tgz, r-release (x86_64): SRMERS_0.1.1.tgz, r-oldrel (x86_64): SRMERS_0.1.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=SRMERS to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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