cTMed

Calculates standard errors and confidence intervals for effects in continuous-time mediation models.

https://github.com/jeksterslab/ctmed

Science Score: 57.0%

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CITATION.cff file
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DOI references
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Scientific vocabulary similarity
Low similarity (12.3%) to scientific vocabulary

Keywords

centrality continuous-time delta-method mediation monte-carlo-method network r r-package

Last synced: 6 months ago · JSON representation ·

Repository

Calculates standard errors and confidence intervals for effects in continuous-time mediation models.

Basic Info

Host: GitHub
Owner: jeksterslab
License: gpl-3.0
Language: TeX
Default Branch: main
Homepage: https://jeksterslab.github.io/cTMed/
Size: 1.71 GB

Statistics

Stars: 0
Watchers: 2
Forks: 0
Open Issues: 0
Releases: 6

Topics

centrality continuous-time delta-method mediation monte-carlo-method network r r-package

Created almost 2 years ago · Last pushed 12 months ago

Metadata Files

Readme Changelog License Citation

cTMed

Ivan Jacob Agaloos Pesigan 2025-08-26

$Compile LaTeX$

Description

Implements the methods introduced in Pesigan, Russell, and Chow (2025: https://doi.org/10.1037/met0000779) to compute standard errors, confidence intervals, and effect sizes for total, direct, and indirect effects in continuous-time mediation models.

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.

Installation

You can install the development version of cTMed from GitHub with:

r if (!require("remotes")) install.packages("remotes") remotes::install_github("jeksterslab/cTMed")

Documentation

See GitHub Pages for package documentation.

Citation

To cite cTMed in publications, please cite Pesigan et al. (2025).

References

Bollen, K. A. (1987). Total, direct, and indirect effects in structural equation models. *Sociological Methodology*, *17*, 37.

Deboeck, P. R., & Preacher, K. J. (2015). No need to be discrete: A method for continuous time mediation analysis. *Structural Equation Modeling: A Multidisciplinary Journal*, *23*(1), 61–75.

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*.

R Core Team. (2025). *R: A language and environment for statistical computing*. R Foundation for Statistical Computing.

Ryan, O., & Hamaker, E. L. (2021). Time to intervene: A continuous-time approach to network analysis and centrality. *Psychometrika*, *87*(1), 214–252.

Wang, L., & Zhang, Q. (2020). Investigating the impact of the time interval selection on autoregressive mediation modeling: Result interpretations, effect reporting, and temporal designs. *Psychological Methods*, *25*(3), 271–291.

Owner

Name: Ivan Jacob Agaloos Pesigan
Login: jeksterslab
Kind: user
Company: University of Macau

Repositories: 25
Profile: https://github.com/jeksterslab

Citation (CITATION.cff)

# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "cTMed" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'cTMed: Continuous Time Mediation'
version: 1.0.7
doi: 10.1037/met0000779
identifiers:
- type: doi
  value: 10.32614/CRAN.package.cTMed
abstract: Implements the methods introduced in Pesigan, Russell, and Chow (2025) <https://doi.org/10.1037/met0000779>
  to compute standard errors, confidence intervals, and effect sizes for total, direct,
  and indirect effects in continuous-time mediation models.
authors:
- family-names: Pesigan
  given-names: Ivan Jacob Agaloos
  email: r.jeksterslab@gmail.com
  orcid: https://orcid.org/0000-0003-4818-8420
preferred-citation:
  type: article
  title: Inferences and Effect Sizes for Direct, Indirect, and Total Effects in Continuous-Time
    Mediation Models
  authors:
  - family-names: Pesigan
    given-names: Ivan Jacob Agaloos
    email: r.jeksterslab@gmail.com
    orcid: https://orcid.org/0000-0003-4818-8420
  - family-names: Russell
    given-names: Michael A.
    email: mar60@psu.edu
    orcid: https://orcid.org/0000-0002-3956-604X
  - family-names: Chow
    given-names: Sy-Miin
    email: quc16@psu.edu
    orcid: https://orcid.org/0000-0003-1938-027X
  year: '2025'
  doi: 10.1037/met0000779
  journal: Psychological Methods
  notes: R package version 1.0.7
repository: https://CRAN.R-project.org/package=cTMed
repository-code: https://github.com/jeksterslab/cTMed
url: https://jeksterslab.github.io/cTMed/
contact:
- family-names: Pesigan
  given-names: Ivan Jacob Agaloos
  email: r.jeksterslab@gmail.com
  orcid: https://orcid.org/0000-0003-4818-8420
keywords:
- centrality
- continuous-time
- delta-method
- mediation
- monte-carlo-method
- network
- r
- r-package

GitHub Events

Total

Release event: 5
Push event: 230
Create event: 5

Last Year

Release event: 5
Push event: 230
Create event: 5

Committers

Last synced: over 1 year ago

All Time

Total Commits: 129
Total Committers: 3
Avg Commits per committer: 43.0
Development Distribution Score (DDS): 0.481

Past Year

Commits: 129
Committers: 3
Avg Commits per committer: 43.0
Development Distribution Score (DDS): 0.481

Top Committers

Name	Email	Commits
jeksterslab	l**b@g**m	67
jeksterslab	j****b	61
ijapesigan	i**n@g**m	1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 0
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 0
Total pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 0
Pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Issue authors: 0
Pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

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Packages

Total packages: 1
Total downloads:
- cran 258 last-month

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 6
Total maintainers: 1

cran.r-project.org: cTMed

Continuous Time Mediation

Homepage: https://github.com/jeksterslab/cTMed
Documentation: http://cran.r-project.org/web/packages/cTMed/cTMed.pdf
License: GPL (≥ 3)
Latest release: 1.0.6
published 12 months ago

Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 258 Last month

Rankings

Dependent packages count: 28.0%

Dependent repos count: 34.5%

Average: 49.8%

Downloads: 86.8%

Maintainers (1)

r.jeksterslab@gmail.com

Last synced: 6 months ago

Dependencies

.github/workflows/check-full.yml actions

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DESCRIPTION cran

R >= 3.5.0 depends
Rcpp * imports
numDeriv * imports
parallel * imports
expm * suggests
knitr * suggests
rmarkdown * suggests
simStateSpace * suggests
testthat * suggests

.devcontainer/Dockerfile docker

ijapesigan/r2u-r-project latest build

cTMed

Science Score: 57.0%

Keywords

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

cTMed

Description

Author-Accepted Manuscript

Installation

Documentation

Citation

References

Owner

Citation (CITATION.cff)

GitHub Events

Total

Last Year

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Past Year

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cran.r-project.org: cTMed

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Maintainers (1)

Dependencies