Learn R Programming

⚠️There's a newer version (1.0.9) of this package.Take me there.

cTMed (version 1.0.8)

Continuous-Time Mediation

Description

Computes effect sizes, standard errors, and confidence intervals for total, direct, and indirect effects in continuous-time mediation models as described in Pesigan, Russell, and Chow (2025) .

Copy Link

Version

Install

install.packages('cTMed')

Monthly Downloads

171

Version

1.0.8

License

GPL (>= 3)

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/jeksterslab/cTMed

Homepage

https://jeksterslab.github.io/cTMed/

Maintainer

Ivan Jacob Agaloos Pesigan

Last Published

October 13th, 2025

Functions in cTMed (1.0.8)

DeltaIndirectCentral

Delta Method Sampling Variance-Covariance Matrix for the Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Delta Method Sampling Variance-Covariance Matrix for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals

Delta Method Sampling Variance-Covariance Matrix for the Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

Bootstrap Sampling Distribution of Standardized Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

BootTotalCentral

Bootstrap Sampling Distribution for the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Bootstrap Sampling Distribution of Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

Bootstrap Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals

Delta Method Sampling Variance-Covariance Matrix for the Elements of the Standardized Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals

Bootstrap Sampling Distribution for the Elements of the Standardized Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals

BootIndirectCentral

Bootstrap Sampling Distribution for the Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Indirect Effect of X on Y Through M Over a Specific Time Interval

MCIndirectCentral

Monte Carlo Sampling Distribution of Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Delta Method Sampling Variance-Covariance Matrix for the Standardized Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

Monte Carlo Sampling Distribution for the Elements of the Standardized Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals

Standardized Indirect Effect of X on Y Through M Over a Specific Time Interval

DeltaTotalCentral

Delta Method Sampling Variance-Covariance Matrix for the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Direct Effect of X on Y Over a Specific Time Interval

Standardized Direct Effect of X on Y Over a Specific Time Interval

Monte Carlo Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals

IndirectCentral

Indirect Effect Centrality

Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

Monte Carlo Sampling Distribution of Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Generate Random Drift Matrices Using the Monte Carlo Method

Monte Carlo Sampling Distribution of Standardized Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

Generate Random Drift Matrices and Process Noise Covariance Matrices Using the Monte Carlo Method

Monte Carlo Sampling Distribution of Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

Posterior Distribution of Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

Standardized Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals

PosteriorIndirectCentral

Posterior Distribution of the Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Posterior Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals

Simulate Trajectories of Variables

confint.ctmeddelta

Delta Method Confidence Intervals

confint.ctmedboot

Bootstrap Method Confidence Intervals

cTMed: Continuous-Time Mediation

Plot Method for an Object of Class ctmedboot

confint.ctmedmc

Monte Carlo Method Confidence Intervals

Total Effect Matrix Over a Specific Time Interval

PosteriorTotalCentral

Posterior Distribution of the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Standardized Total Effect Matrix Over a Specific Time Interval

Total Effect Centrality

Plot Method for an Object of Class ctmedmc

print.ctmedmcphi

Print Method for Object of Class ctmedmcphi

print.ctmeddelta

Print Method for Object of Class ctmeddelta

Plot Method for an Object of Class ctmedmed

plot.ctmeddelta

Plot Method for an Object of Class ctmeddelta

Print Method for Object of Class ctmedmc

Print Method for Object of Class ctmedmed

print.ctmedboot

Print Method for Object of Class ctmedboot

summary.ctmedposteriorphi

Summary Method for Object of Class ctmedposteriorphi

summary.ctmedmc

Summary Method for an Object of Class ctmedmc

summary.ctmedmed

Summary Method for an Object of Class ctmedmed

Plot Method for an Object of Class ctmedtraj

print.ctmedeffect

Print Method for Object of Class ctmedeffect

summary.ctmeddelta

Summary Method for an Object of Class ctmeddelta

summary.ctmedtraj

Summary Method for an Object of Class ctmedtraj

summary.ctmedboot

Summary Method for an Object of Class ctmedboot

print.ctmedtraj

Print Method for Object of Class ctmedtraj