Continuous Time Mediation
Delta Method Confidence Intervals
Monte Carlo Method Confidence Intervals
cTMed: Continuous Time Mediation
Delta Method Sampling Variance-Covariance Matrix for the Elements of t...
Delta Method Sampling Variance-Covariance Matrix for the Indirect Effe...
Delta Method Sampling Variance-Covariance Matrix for the Total, Direct...
Delta Method Sampling Variance-Covariance Matrix for the Total Effect ...
Direct Effect of X on Y Over a Specific Time Interval
Indirect Effect of X on Y Through M Over a Specific Time Interval
Indirect Effect Centrality
Monte Carlo Sampling Distribution for the Elements of the Matrix of La...
Monte Carlo Sampling Distribution of Indirect Effect Centrality Over a...
Monte Carlo Sampling Distribution of Total, Direct, and Indirect Effec...
Generate Random Drift Matrices Using the Monte Carlo Method
Monte Carlo Sampling Distribution of Total Effect Centrality Over a Sp...
Total, Direct, and Indirect Effects of X on Y Through M Over a Specifi...
Plot Method for an Object of Class ctmeddelta
Plot Method for an Object of Class ctmedmc
Plot Method for an Object of Class ctmedmed
Plot Method for an Object of Class ctmedtraj
Posterior Sampling Distribution for the Elements of the Matrix of Lagg...
Posterior Distribution of the Indirect Effect Centrality Over a Specif...
Posterior Distribution of Total, Direct, and Indirect Effects of X on ...
Extract the Posterior Samples of the Drift Matrix
Posterior Distribution of the Total Effect Centrality Over a Specific ...
Print Method for Object of Class ctmeddelta
Print Method for Object of Class ctmedeffect
Print Method for Object of Class ctmedmc
Print Method for Object of Class ctmedmcphi
Print Method for Object of Class ctmedmed
Print Method for Object of Class ctmedtraj
Summary Method for an Object of Class ctmeddelta
Summary Method for an Object of Class ctmedmc
Summary Method for an Object of Class ctmedmed
Summary Method for Object of Class ctmedposteriorphi
Summary Method for an Object of Class ctmedtraj
Total Effect Matrix Over a Specific Time Interval
Total Effect Centrality
Simulate Trajectories of Variables
Calculates standard errors and confidence intervals for effects in continuous-time mediation models. This package extends the work of Deboeck and Preacher (2015) <doi:10.1080/10705511.2014.973960> and Ryan and Hamaker (2021) <doi:10.1007/s11336-021-09767-0> by providing methods to generate standard errors and confidence intervals for the total, direct, and indirect effects in these models.
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