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Monte Carlo Method

MCBeta()
Monte Carlo Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals
MCBetaStd()
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
MCIndirectCentral()
Monte Carlo Sampling Distribution of Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals
MCMed()
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
MCMedStd()
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
MCPhi()
Generate Random Drift Matrices Using the Monte Carlo Method
MCPhiSigma()
Generate Random Drift Matrices and Process Noise Covariance Matrices Using the Monte Carlo Method
MCTotalCentral()
Monte Carlo Sampling Distribution of Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Delta Method

DeltaBeta()
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
DeltaBetaStd()
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
DeltaIndirectCentral()
Delta Method Sampling Variance-Covariance Matrix for the Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals
DeltaMed()
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
DeltaMedStd()
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

Posterior

PosteriorBeta()
Posterior Sampling Distribution for the Elements of the Matrix of Lagged Coefficients 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
PosteriorMed()
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
PosteriorTotalCentral()
Posterior Distribution of the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals

Bootstrap

BootBeta()
Bootstrap Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals
BootBetaStd()
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
BootMed()
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
BootMedStd()
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

Mediation

BootBeta()
Bootstrap Sampling Distribution for the Elements of the Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals
BootBetaStd()
Bootstrap Sampling Distribution for the Elements of the Standardized Matrix of Lagged Coefficients Over a Specific Time Interval or a Range of Time Intervals
BootMed()
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
BootMedStd()
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
DeltaMed()
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
DeltaMedStd()
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
MCMed()
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
MCMedStd()
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
Med()
Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals
MedStd()
Standardized 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 Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals
Trajectory()
Simulate Trajectories of Variables

Network Centrality

BootIndirectCentral()
Bootstrap Sampling Distribution for the Indirect Effect Centrality 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
DeltaIndirectCentral()
Delta Method Sampling Variance-Covariance Matrix for the Indirect Effect Centrality 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
IndirectCentral()
Indirect Effect Centrality
MCIndirectCentral()
Monte Carlo Sampling Distribution of Indirect Effect Centrality Over a Specific Time Interval or a Range of Time Intervals
MCTotalCentral()
Monte Carlo Sampling Distribution of Total 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
PosteriorTotalCentral()
Posterior Distribution of the Total Effect Centrality Over a Specific Time Interval or a Range of Time Intervals
TotalCentral()
Total Effect Centrality

Effects

Direct()
Direct Effect of X on Y Over a Specific Time Interval
DirectStd()
Standardized Direct Effect of X on Y Over a Specific Time Interval
Indirect()
Indirect Effect of X on Y Through M Over a Specific Time Interval
IndirectCentral()
Indirect Effect Centrality
IndirectStd()
Standardized Indirect Effect of X on Y Through M Over a Specific Time Interval
Med()
Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals
MedStd()
Standardized Total, Direct, and Indirect Effects of X on Y Through M Over a Specific Time Interval or a Range of Time Intervals
Total()
Total Effect Matrix Over a Specific Time Interval
TotalCentral()
Total Effect Centrality
TotalStd()
Standardized Total Effect Matrix Over a Specific Time Interval
Trajectory()
Simulate Trajectories of Variables

Expectations

ExpCov()
Model-Implied State Covariance Matrix
ExpMean()
Model-Implied State Mean Vector

Methods

confint(<ctmedboot>)
Bootstrap Method Confidence Intervals
confint(<ctmeddelta>)
Delta Method Confidence Intervals
confint(<ctmedmc>)
Monte Carlo Method Confidence Intervals
plot(<ctmedboot>)
Plot Method for an Object of Class ctmedboot
plot(<ctmeddelta>)
Plot Method for an Object of Class ctmeddelta
plot(<ctmedmc>)
Plot Method for an Object of Class ctmedmc
plot(<ctmedmed>)
Plot Method for an Object of Class ctmedmed
plot(<ctmedtraj>)
Plot Method for an Object of Class ctmedtraj
print(<ctmedboot>)
Print Method for Object of Class ctmedboot
print(<ctmeddelta>)
Print Method for Object of Class ctmeddelta
print(<ctmedeffect>)
Print Method for Object of Class ctmedeffect
print(<ctmedmc>)
Print Method for Object of Class ctmedmc
print(<ctmedmcphi>)
Print Method for Object of Class ctmedmcphi
print(<ctmedmed>)
Print Method for Object of Class ctmedmed
print(<ctmedtraj>)
Print Method for Object of Class ctmedtraj
summary(<ctmedboot>)
Summary Method for an Object of Class ctmedboot
summary(<ctmeddelta>)
Summary Method for an Object of Class ctmeddelta
summary(<ctmedmc>)
Summary Method for an Object of Class ctmedmc
summary(<ctmedmed>)
Summary Method for an Object of Class ctmedmed
summary(<ctmedposteriorphi>)
Summary Method for Object of Class ctmedposteriorphi
summary(<ctmedtraj>)
Summary Method for an Object of Class ctmedtraj