Learn R Programming

cTMed (version 1.0.10)

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

252

Version

1.0.10

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

July 21st, 2026

Functions in cTMed (1.0.10)

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

BootIndirectCentralStd

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

BootDirectCentralStd

Bootstrap Sampling Distribution for the Standardized Direct Effect Centrality 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

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

BootDirectCentral

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

BootTotalCentralStd

Bootstrap Sampling Distribution for the Standardized Total Effect Centrality 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

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

DeltaIndirectCentral

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

DeltaDirectCentral

Delta Method Sampling Variance-Covariance Matrix for the Direct 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

DeltaDirectCentralStd

Delta Method Sampling Variance-Covariance Matrix for the Standardized Direct Effect Centrality 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

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

DeltaIndirectCentralStd

Delta Method Sampling Variance-Covariance Matrix for the Standardized 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

DeltaTotalCentral

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

DeltaTotalCentralStd

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

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

Direct Effect Centrality

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

DirectCentralStd

Standardized Direct Effect Centrality

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

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

Direct Effect of X on Y Over a Specific Time Interval

IndirectCentralStd

Standardized Indirect Effect Centrality

IndirectCentral

Indirect Effect Centrality

Generate Random Drift Matrices Using the Monte Carlo Method

MCTotalCentralStd

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

MCIndirectCentral

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

MCIndirectCentralStd

Monte Carlo Sampling Distribution of Standardized Indirect Effect Centrality 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

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

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

MCDirectCentralStd

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

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

MCDirectCentral

Monte Carlo Sampling Distribution of Direct Effect Centrality 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

PosteriorMedStd

Posterior 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

PosteriorBetaStd

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

PosteriorDirectCentral

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

PosteriorIndirectCentralStd

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

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

PosteriorDirectCentralStd

Posterior Distribution of the Standardized Direct Effect Centrality 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

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

confint.ctmeddelta

Delta Method Confidence Intervals

cTMed: Continuous-Time Mediation

Simulate Trajectories of Variables

TotalCentralStd

Standardized Total Effect Centrality

confint.ctmedboot

Bootstrap Method Confidence Intervals

Total Effect Centrality

PosteriorTotalCentral

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

Total Effect Matrix Over a Specific Time Interval

PosteriorTotalCentralStd

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

Plot Method for an Object of Class ctmedmed

plot.ctmeddelta

Plot Method for an Object of Class ctmeddelta

print.ctmedboot

Print Method for Object of Class ctmedboot

confint.ctmedmc

Monte Carlo Method Confidence Intervals

Standardized Total Effect Matrix Over a Specific Time Interval

Print Method for Object of Class ctmedmc

print.ctmeddelta

Print Method for Object of Class ctmeddelta

summary.ctmedmed

Summary Method for an Object of Class ctmedmed

print.ctmedeffect

Print Method for Object of Class ctmedeffect

Plot Method for an Object of Class ctmedboot

summary.ctmedtraj

Summary Method for an Object of Class ctmedtraj

summary.ctmedposteriorphi

Summary Method for Object of Class ctmedposteriorphi

Plot Method for an Object of Class ctmedmc

summary.ctmedmc

Summary Method for an Object of Class ctmedmc

summary.ctmedboot

Summary Method for an Object of Class ctmedboot

print.ctmedtraj

Print Method for Object of Class ctmedtraj

Plot Method for an Object of Class ctmedtraj

summary.ctmeddelta

Summary Method for an Object of Class ctmeddelta

print.ctmedmcphi

Print Method for Object of Class ctmedmcphi

Print Method for Object of Class ctmedmed