Ivan Jacob Agaloos Pesigan 2025-07-24
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 using SLURM for job scheduling (Yoo et al., 2003), GNU Parallel to run the simulations in parallel (Tange, 2021), and Apptainer to ensure a reproducible software stack (Kurtzer et al., 2017, 2021). 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.