Ivan Jacob Agaloos Pesigan 2025-07-01
Description
Research compendium for the manuscript Pesigan, I. J. A., Russell, M. A., & Chow, S.-M. (2025). Inferences and Effect Sizes for Direct, Indirect, and Total Effects in Continuous-Time Mediation Models. Psychological Methods. https://doi.org/10.0000/0000000000
Acknowledgments
This research was made possible by the Prevention and Methodology Training Program (PAMT) funded by a T32 training grant (T32 DA017629 MPIs: J. Maggs & S. Lanza) from the National Institute on Drug Abuse (NIDA), the National Institutes of Health Intensive Longitudinal Health Behavior Cooperative Agreement Program U24AA027684, National Science Foundation grants DUE-2417294, the National Center for Advancing Translational Sciences under UL1TR002014-06, and the National Institute of Diabetes, Digestive & Kidney Diseases under U01DK135126.
Computations for this research were performed on the Pennsylvania State University’s Institute for Computational and Data Sciences’ Roar supercomputer. See .sim/README.md and the scripts in the .sim folder in the GitHub repository for more details on how the simulations were performed.
Installation
You can install manCTMed from GitHub with:
if (!require("remotes")) install.packages("remotes")
remotes::install_github("jeksterslab/manCTMed")See Containers for containerized versions of the package.
Author-Accepted Manuscript
See https://github.com/jeksterslab/manCTMed/blob/main/.setup/latex/manCTMed-manuscript.Rtex for the latex file of the manuscript. See https://github.com/jeksterslab/manCTMed/blob/latex/manCTMed-manuscript.pdf for the compiled PDF.
R Package
Effect sizes, standard errors and confidence intervals for the direct, indirect, and total effects for continuous-time mediation models as well as visualization tools are available in the cTMed package available on the Comprehensive R Archive Network (CRAN) (https://CRAN.R-project.org/package=cTMed). Documentation and examples can be found in the accompanying website (https://jeksterslab.github.io/cTMed).
More Information
See GitHub Pages for package documentation.