Package: cTMed 1.0.9.9000

cTMed: Continuous-Time Mediation

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) <doi:10.1037/met0000779>.

Authors:Ivan Jacob Agaloos Pesigan [aut, cre, cph], Michael A. Russell [ctb], Sy-Miin Chow [ctb]

cTMed_1.0.9.9000.tar.gz
cTMed_1.0.9.9000.zip(r-4.7)cTMed_1.0.9.9000.zip(r-4.6)cTMed_1.0.9.9000.zip(r-4.5)
cTMed_1.0.9.9000.tgz(r-4.6-x86_64)cTMed_1.0.9.9000.tgz(r-4.6-arm64)cTMed_1.0.9.9000.tgz(r-4.5-x86_64)cTMed_1.0.9.9000.tgz(r-4.5-arm64)
cTMed_1.0.9.9000.tar.gz(r-4.7-arm64)cTMed_1.0.9.9000.tar.gz(r-4.7-x86_64)cTMed_1.0.9.9000.tar.gz(r-4.6-arm64)cTMed_1.0.9.9000.tar.gz(r-4.6-x86_64)
cTMed_1.0.9.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
cTMed/json (API)
NEWS

# Install 'cTMed' in R:

install.packages('cTMed', repos = c('https://jeksterslab.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jeksterslab/ctmed/issues

Pkgdown/docs site:https://jeksterslab.github.io

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

On CRAN:

centrality continuous-time delta-method mediation monte-carlo-method network openblas cpp openmp

4.16 score 1 stars 26 scripts 196 downloads 57 exports 4 dependencies

Last updated from:7adf5d7220. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	169
linux-devel-x86_64	OK	185
source / vignettes	OK	429
linux-release-arm64	OK	182
linux-release-x86_64	OK	195
macos-release-arm64	OK	106
macos-release-x86_64	OK	333
macos-oldrel-arm64	OK	140
macos-oldrel-x86_64	OK	285
windows-devel	OK	168
windows-release	OK	211
windows-oldrel	OK	168
wasm-release	OK	160

Exports:BootBeta BootBetaStd BootDirectCentral BootDirectCentralStd BootIndirectCentral BootIndirectCentralStd BootMed BootMedStd BootTotalCentral BootTotalCentralStd DeltaBeta DeltaBetaStd DeltaDirectCentral DeltaDirectCentralStd DeltaIndirectCentral DeltaIndirectCentralStd DeltaMed DeltaMedStd DeltaTotalCentral DeltaTotalCentralStd Direct DirectCentral DirectCentralStd DirectStd Indirect IndirectCentral IndirectCentralStd IndirectStd MCBeta MCBetaStd MCDirectCentral MCDirectCentralStd MCIndirectCentral MCIndirectCentralStd MCMed MCMedStd MCPhi MCPhiSigma MCTotalCentral MCTotalCentralStd Med MedStd PosteriorBeta PosteriorBetaStd PosteriorDirectCentral PosteriorDirectCentralStd PosteriorIndirectCentral PosteriorIndirectCentralStd PosteriorMed PosteriorMedStd PosteriorTotalCentral PosteriorTotalCentralStd Total TotalCentral TotalCentralStd TotalStd Trajectory

Dependencies:numDeriv Rcpp RcppArmadillo simStateSpace

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Bootstrap Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals	BootBeta
Bootstrap Sampling Distribution for the Elements of the Standardized Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals	BootBetaStd
Bootstrap Sampling Distribution for the Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	BootDirectCentral
Bootstrap Sampling Distribution for the Standardized Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	BootDirectCentralStd
Bootstrap Sampling Distribution for the Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	BootIndirectCentral
Bootstrap Sampling Distribution for the Standardized Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	BootIndirectCentralStd
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	BootMed
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	BootMedStd
Bootstrap Sampling Distribution for the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	BootTotalCentral
Bootstrap Sampling Distribution for the Standardized Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	BootTotalCentralStd
Bootstrap Method Confidence Intervals	confint.ctmedboot
Delta Method Confidence Intervals	confint.ctmeddelta
Monte Carlo Method Confidence Intervals	confint.ctmedmc
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	DeltaBeta
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	DeltaBetaStd
Delta Method Sampling Variance-Covariance Matrix for the Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	DeltaDirectCentral
Delta Method Sampling Variance-Covariance Matrix for the Standardized Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	DeltaDirectCentralStd
Delta Method Sampling Variance-Covariance Matrix for the Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	DeltaIndirectCentral
Delta Method Sampling Variance-Covariance Matrix for the Standardized Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	DeltaIndirectCentralStd
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	DeltaMed
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	DeltaMedStd
Delta Method Sampling Variance-Covariance Matrix for the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	DeltaTotalCentral
Delta Method Sampling Variance-Covariance Matrix for the Standardized Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	DeltaTotalCentralStd
Direct Effect of X on Y Over a Specific Time Interval	Direct
Direct Effect Centrality	DirectCentral
Standardized Direct Effect Centrality	DirectCentralStd
Standardized Direct Effect of X on Y Over a Specific Time Interval	DirectStd
Indirect Effect of X on Y Through M Over a Specific Time Interval	Indirect
Indirect Effect Centrality	IndirectCentral
Standardized Indirect Effect Centrality	IndirectCentralStd
Standardized Indirect Effect of X on Y Through M Over a Specific Time Interval	IndirectStd
Monte Carlo Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals	MCBeta
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	MCBetaStd
Monte Carlo Sampling Distribution of Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	MCDirectCentral
Monte Carlo Sampling Distribution of Standardized Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	MCDirectCentralStd
Monte Carlo Sampling Distribution of Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	MCIndirectCentral
Monte Carlo Sampling Distribution of Standardized Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	MCIndirectCentralStd
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	MCMed
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	MCMedStd
Generate Random Drift Matrices Using the Monte Carlo Method	MCPhi
Generate Random Drift Matrices and Process Noise Covariance Matrices Using the Monte Carlo Method	MCPhiSigma
Monte Carlo Sampling Distribution of Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	MCTotalCentral
Monte Carlo Sampling Distribution of Standardized Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	MCTotalCentralStd
Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals	Med
Standardized Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals	MedStd
Plot Method for an Object of Class 'ctmedboot'	plot.ctmedboot
Plot Method for an Object of Class 'ctmeddelta'	plot.ctmeddelta
Plot Method for an Object of Class 'ctmedmc'	plot.ctmedmc
Plot Method for an Object of Class 'ctmedmed'	plot.ctmedmed
Plot Method for an Object of Class 'ctmedtraj'	plot.ctmedtraj
Posterior Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals	PosteriorBeta
Posterior Distribution for the Elements of the Standardized Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals	PosteriorBetaStd
Posterior Distribution of the Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	PosteriorDirectCentral
Posterior Distribution of the Standardized Direct Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	PosteriorDirectCentralStd
Posterior Distribution of the Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	PosteriorIndirectCentral
Posterior Distribution of the Standardized Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	PosteriorIndirectCentralStd
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	PosteriorMed
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	PosteriorMedStd
Posterior Distribution of the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	PosteriorTotalCentral
Posterior Distribution of the Standardized Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals	PosteriorTotalCentralStd
Print Method for Object of Class 'ctmedboot'	print.ctmedboot
Print Method for Object of Class 'ctmeddelta'	print.ctmeddelta
Print Method for Object of Class 'ctmedeffect'	print.ctmedeffect
Print Method for Object of Class 'ctmedmc'	print.ctmedmc
Print Method for Object of Class 'ctmedmcphi'	print.ctmedmcphi
Print Method for Object of Class 'ctmedmed'	print.ctmedmed
Print Method for Object of Class 'ctmedtraj'	print.ctmedtraj
Summary Method for an Object of Class 'ctmedboot'	summary.ctmedboot
Summary Method for an Object of Class 'ctmeddelta'	summary.ctmeddelta
Summary Method for an Object of Class 'ctmedmc'	summary.ctmedmc
Summary Method for an Object of Class 'ctmedmed'	summary.ctmedmed
Summary Method for Object of Class 'ctmedposteriorphi'	summary.ctmedposteriorphi
Summary Method for an Object of Class 'ctmedtraj'	summary.ctmedtraj
Total Effect Matrix Over a Specific Time Interval	Total
Total Effect Centrality	TotalCentral
Standardized Total Effect Centrality	TotalCentralStd
Standardized Total Effect Matrix Over a Specific Time Interval	TotalStd
Simulate Trajectories of Variables	Trajectory