tvmediation: Time Varying Mediation Analysis

Provides functions for estimating mediation effects that vary over time as described in Cai, X., Piper, M. E., Li, R., & Coffman, D. L. (2020). Estimation and inference for the mediation effect in a time-varying mediation model. <arXiv:2008.11797>.

Version: 1.0.0
Depends: R (≥ 4.0.0)
Imports: stats (≥ 4.0.3), dplyr (≥ 1.0.4), ggplot2 (≥ 3.3.3), kedd (≥ 1.0.3), locpol (≥ 0.7-0)
Suggests: knitr, rmarkdown
Published: 2021-03-09
Author: Donna Coffman ORCID iD [aut, cre], Xizhen Cai [aut], Yajnaseni Chakraborti [aut], Harry Zobel [ctb]
Maintainer: Donna Coffman <dcoffman at temple.edu>
BugReports: https://github.com/dcoffman/tvmediation/issues
License: GPL-3
URL: https://github.com/dcoffman/tvmediation/wiki
NeedsCompilation: no
Citation: tvmediation citation info
Materials: README NEWS
CRAN checks: tvmediation results

Documentation:

Reference manual: tvmediation.pdf
Vignettes: Time Varying Mediation Function: Continuous Outcome and Three Treatment Groups
Time Varying Mediation Function: Binary Outcome and Two Treatment Groups
Time Varying Mediation Function: Continuous Outcome and Two Treatment Groups

Downloads:

Package source: tvmediation_1.0.0.tar.gz
Windows binaries: r-devel: tvmediation_1.0.0.zip, r-release: tvmediation_1.0.0.zip, r-oldrel: tvmediation_1.0.0.zip
macOS binaries: r-release (arm64): tvmediation_1.0.0.tgz, r-release (x86_64): tvmediation_1.0.0.tgz, r-oldrel: not available

Linking:

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