Package index • manCTMed

Data Generation Functions

GenData(): Simulate Data
IllustrationGenData(): Simulate Data (Illustration)
RandomMeasurement(): Simulate Random Measurement

Model Fitting Functions

FitDynr(): Fit the Model using the dynr Package
FitMx(): Fit the Model using the OpenMx Package
IllustrationFitDynr(): Fit the Model using the dynr Package (Illustration)
IllustrationFitMx(): Fit the Model using the OpenMx Package (Illustration)
IllustrationMCPhiSigma(): Generate a Sampling Distribution of Drift Matrices and Process Noise Covariance Matrices (Illustration)
IllustrationPrepData(): Prepare Data Before Model Fitting (Illustration)
PhiHat(): Estimated Drift Matrix
ThetaHat(): Estimated Drift Matrix and Process Noise

Confidence Interval Functions

BootPara(): Parametric Bootstrap
BootParaStdXMY(): Parametric Bootstrap Confidence Intervals for X-M-Y (Standardized)
BootParaStdXYM(): Parametric Bootstrap Confidence Intervals for X-Y-M (Standardized)
BootParaStdYMX(): Parametric Bootstrap Confidence Intervals for Y-M-X (Standardized)
BootParaXMY(): Parametric Bootstrap Confidence Intervals for X-M-Y
BootParaXYM(): Parametric Bootstrap Confidence Intervals for X-Y-M
BootParaYMX(): Parametric Bootstrap Confidence Intervals for Y-M-X
DeltaStdXMY(): Delta Method Confidence Intervals for X-M-Y (Standardized)
DeltaStdXYM(): Delta Method Confidence Intervals for X-Y-M (Standardized)
DeltaStdYMX(): Delta Method Confidence Intervals for Y-M-X (Standardized)
DeltaXMY(): Delta Method Confidence Intervals for X-M-Y
DeltaXYM(): Delta Method Confidence Intervals for X-Y-M
DeltaYMX(): Delta Method Confidence Intervals for Y-M-X
IllustrationBootPara(): Parametric Bootstrap (Illustration)
MCStdXMY(): Monte Carlo Method Confidence Intervals for X-M-Y (Standardized)
MCStdXYM(): Monte Carlo Method Confidence Intervals for X-Y-M (Standardized)
MCStdYMX(): Monte Carlo Method Confidence Intervals for Y-M-X (Standardized)
MCXMY(): Monte Carlo Method Confidence Intervals for X-M-Y
MCXYM(): Monte Carlo Method Confidence Intervals for X-Y-M
MCYMX(): Monte Carlo Method Confidence Intervals for Y-M-X

Illustration Functions

IllustrationBootPara(): Parametric Bootstrap (Illustration)
IllustrationFigScatterPlotCoverage(): Illustration Plot Coverage Probabilities
IllustrationFigScatterPlotPower(): Illustration Plot Statistical Power
IllustrationFigScatterPlotSeBias(): Illustration Plot Standard Error Bias
IllustrationFitDynr(): Fit the Model using the dynr Package (Illustration)
IllustrationFitMx(): Fit the Model using the OpenMx Package (Illustration)
IllustrationGenData(): Simulate Data (Illustration)
IllustrationMCPhiSigma(): Generate a Sampling Distribution of Drift Matrices and Process Noise Covariance Matrices (Illustration)
IllustrationPrepData(): Prepare Data Before Model Fitting (Illustration)
SimIllustration(): Simulation Replication (Illustration)
SimIllustrationDynrBootPara(): Simulation Replication - BootPara
SimIllustrationDynrBootParaStdXMY(): Simulation Replication - BootParaStdXMY
SimIllustrationDynrBootParaXMY(): Simulation Replication - BootParaXMY
SimIllustrationDynrDeltaStdXMY(): Simulation Replication - Illustration (DynrDeltaStdXMY)
SimIllustrationDynrDeltaXMY(): Simulation Replication - Illustration (DynrDeltaXMY)
SimIllustrationDynrMCPhiSigma(): Simulation Replication - Illustration (MCPhiSigma)
SimIllustrationDynrMCStdXMY(): Simulation Replication - Illustration (DynrMCStdXMY)
SimIllustrationDynrMCXMY(): Simulation Replication - Illustration (DynrMCXMY)
SimIllustrationFitDynr(): Simulation Replication - IllustrationFitDynr
SimIllustrationFitMx(): Simulation Replication - IllustrationFitMx
SimIllustrationGenData(): Simulation Replication - IllustrationGenData
SimIllustrationPara(): Simulation Replication Parametric Bootstrap (Parallel)
SumIllustration(): Summary (Illustration)
SumIllustrationDynrBootParaStdXMY(): Summary - Illustration (DynrBootParaStdXMY)
SumIllustrationDynrBootParaXMY(): Summary - Illustration (DynrBootParaXMY)
SumIllustrationDynrDeltaStdXMY(): Summary - Illustration (DynrDeltaStdXMY)
SumIllustrationDynrDeltaXMY(): Summary - Illustration (DynrDeltaXMY)
SumIllustrationDynrMCStdXMY(): Summary - Illustration (DynrMCStdXMY)
SumIllustrationDynrMCXMY(): Summary - Illustration (DynrMCXMY)
SumIllustrationFitDynr(): Summary - Illustration (FitDynr)
illustration_dist: Illustration Sampling Distribution
illustration_dist_dt: Illustration Sampling Distribution Discrete Time - Time Interval of 1
illustration_dist_dt_mc: Illustration Sampling Distribution Discrete Time - Time Interval of 1 (Monte Carlo Method)
illustration_dist_mc: Illustration Sampling Distribution (Monte Carlo Method)
illustration_dist_med: Illustration Sampling Distribution Total, Direct, and Indirect Effects - Time Interval of 1
illustration_dist_med_mc: Illustration Sampling Distribution Total, Direct, and Indirect Effects - Time Interval of 1 (Monte Carlo Method)
illustration_dist_med_std: Illustration Sampling Distribution Standardized Total, Direct, and Indirect Effects - Time Interval of 1
illustration_dist_med_std_mc: Illustration Sampling Distribution Standardized Total, Direct, and Indirect Effects - Time Interval of 1 (Monte Carlo Method)
illustration_results: Illustration Small Scale Simulation Results

Simulation Functions

Sim(): Simulation Replication
SimDynrBootPara(): Simulation Replication - BootPara
SimDynrBootParaStdXMY(): Simulation Replication - BootParaStdXMY
SimDynrBootParaStdYMX(): Simulation Replication - BootParaStdYMX
SimDynrBootParaXMY(): Simulation Replication - BootParaXMY
SimDynrBootParaYMX(): Simulation Replication - BootParaYMX
SimDynrDeltaStdXMY(): Simulation Replication - DynrDeltaStdXMY
SimDynrDeltaStdYMX(): Simulation Replication - DynrDeltaStdYMX
SimDynrDeltaXMY(): Simulation Replication - DynrDeltaXMY
SimDynrDeltaYMX(): Simulation Replication - DynrDeltaYMX
SimDynrMCStdXMY(): Simulation Replication - DynrMCStdXMY
SimDynrMCStdYMX(): Simulation Replication - DynrMCStdYMX
SimDynrMCXMY(): Simulation Replication - DynrMCXMY
SimDynrMCYMX(): Simulation Replication - DynrMCYMX
SimFN(): Simulation File Name
SimFitDynr(): Simulation Replication - FitDynr
SimFitMx(): Simulation Replication - FitMx
SimGenData(): Simulation Replication - GenData
SimPara(): Simulation Replication Parametric Bootstrap (Parallel)
SimProj(): Simulation Project Name
Sum(): Summary
SumDynrDeltaStdXMY(): Summary (DynrDeltaStdXMY)
SumDynrDeltaStdYMX(): Summary (DynrDeltaStdYMX)
SumDynrDeltaXMY(): Summary (DynrDeltaXMY)
SumDynrDeltaYMX(): Summary (DynrDeltaYMX)
SumDynrMCStdXMY(): Summary (DynrMCStdXMY)
SumDynrMCStdYMX(): Summary (DynrMCStdYMX)
SumDynrMCXMY(): Summary (DynrMCXMY)
SumDynrMCYMX(): Summary (DynrMCYMX)
SumFitDynr(): Summary (FitDynr)

Summary Functions

Sum(): Summary
SumDynrDeltaStdXMY(): Summary (DynrDeltaStdXMY)
SumDynrDeltaStdYMX(): Summary (DynrDeltaStdYMX)
SumDynrDeltaXMY(): Summary (DynrDeltaXMY)
SumDynrDeltaYMX(): Summary (DynrDeltaYMX)
SumDynrMCStdXMY(): Summary (DynrMCStdXMY)
SumDynrMCStdYMX(): Summary (DynrMCStdYMX)
SumDynrMCXMY(): Summary (DynrMCXMY)
SumDynrMCYMX(): Summary (DynrMCYMX)
SumFitDynr(): Summary (FitDynr)
SumIllustration(): Summary (Illustration)
SumIllustrationDynrBootParaStdXMY(): Summary - Illustration (DynrBootParaStdXMY)
SumIllustrationDynrBootParaXMY(): Summary - Illustration (DynrBootParaXMY)
SumIllustrationDynrDeltaStdXMY(): Summary - Illustration (DynrDeltaStdXMY)
SumIllustrationDynrDeltaXMY(): Summary - Illustration (DynrDeltaXMY)
SumIllustrationDynrMCStdXMY(): Summary - Illustration (DynrMCStdXMY)
SumIllustrationDynrMCXMY(): Summary - Illustration (DynrMCXMY)
SumIllustrationFitDynr(): Summary - Illustration (FitDynr)

Compression Functions

Compress(): Compress Replication
IllustrationCompress(): Compress Replication (Illustration)

Data

illustration_dist: Illustration Sampling Distribution
illustration_dist_dt: Illustration Sampling Distribution Discrete Time - Time Interval of 1
illustration_dist_dt_mc: Illustration Sampling Distribution Discrete Time - Time Interval of 1 (Monte Carlo Method)
illustration_dist_mc: Illustration Sampling Distribution (Monte Carlo Method)
illustration_dist_med: Illustration Sampling Distribution Total, Direct, and Indirect Effects - Time Interval of 1
illustration_dist_med_mc: Illustration Sampling Distribution Total, Direct, and Indirect Effects - Time Interval of 1 (Monte Carlo Method)
illustration_dist_med_std: Illustration Sampling Distribution Standardized Total, Direct, and Indirect Effects - Time Interval of 1
illustration_dist_med_std_mc: Illustration Sampling Distribution Standardized Total, Direct, and Indirect Effects - Time Interval of 1 (Monte Carlo Method)
illustration_results: Illustration Small Scale Simulation Results
params: Simulation Parameters
results: Simulation Results

Figures

FigPlotEffects(): Plot Total, Direct, and Indirect Effects
FigScatterPlotCoverage(): Plot Coverage Probabilities
FigScatterPlotPower(): Plot Statistical Power
FigScatterPlotSeBias(): Plot Standard Error Bias
FigScatterPlotType1(): Plot Type I Error
IllustrationFigPlotEffects(): Plot Total, Direct, and Indirect Effects (Illustration)
IllustrationFigScatterPlotCoverage(): Illustration Plot Coverage Probabilities
IllustrationFigScatterPlotPower(): Illustration Plot Statistical Power
IllustrationFigScatterPlotSeBias(): Illustration Plot Standard Error Bias

All Functions

BootPara(): Parametric Bootstrap
BootParaStdXMY(): Parametric Bootstrap Confidence Intervals for X-M-Y (Standardized)
BootParaStdXYM(): Parametric Bootstrap Confidence Intervals for X-Y-M (Standardized)
BootParaStdYMX(): Parametric Bootstrap Confidence Intervals for Y-M-X (Standardized)
BootParaXMY(): Parametric Bootstrap Confidence Intervals for X-M-Y
BootParaXYM(): Parametric Bootstrap Confidence Intervals for X-Y-M
BootParaYMX(): Parametric Bootstrap Confidence Intervals for Y-M-X
Compress(): Compress Replication
DeltaStdXMY(): Delta Method Confidence Intervals for X-M-Y (Standardized)
DeltaStdXYM(): Delta Method Confidence Intervals for X-Y-M (Standardized)
DeltaStdYMX(): Delta Method Confidence Intervals for Y-M-X (Standardized)
DeltaXMY(): Delta Method Confidence Intervals for X-M-Y
DeltaXYM(): Delta Method Confidence Intervals for X-Y-M
DeltaYMX(): Delta Method Confidence Intervals for Y-M-X
FigPlotEffects(): Plot Total, Direct, and Indirect Effects
FigScatterPlotCoverage(): Plot Coverage Probabilities
FigScatterPlotPower(): Plot Statistical Power
FigScatterPlotSeBias(): Plot Standard Error Bias
FigScatterPlotType1(): Plot Type I Error
FitDynr(): Fit the Model using the dynr Package
FitMx(): Fit the Model using the OpenMx Package
GenData(): Simulate Data
IllustrationBootPara(): Parametric Bootstrap (Illustration)
IllustrationCompress(): Compress Replication (Illustration)
IllustrationFigPlotEffects(): Plot Total, Direct, and Indirect Effects (Illustration)
IllustrationFigScatterPlotCoverage(): Illustration Plot Coverage Probabilities
IllustrationFigScatterPlotPower(): Illustration Plot Statistical Power
IllustrationFigScatterPlotSeBias(): Illustration Plot Standard Error Bias
IllustrationFitDynr(): Fit the Model using the dynr Package (Illustration)
IllustrationFitMx(): Fit the Model using the OpenMx Package (Illustration)
IllustrationGenData(): Simulate Data (Illustration)
IllustrationMCPhiSigma(): Generate a Sampling Distribution of Drift Matrices and Process Noise Covariance Matrices (Illustration)
IllustrationPrepData(): Prepare Data Before Model Fitting (Illustration)
MCStdXMY(): Monte Carlo Method Confidence Intervals for X-M-Y (Standardized)
MCStdXYM(): Monte Carlo Method Confidence Intervals for X-Y-M (Standardized)
MCStdYMX(): Monte Carlo Method Confidence Intervals for Y-M-X (Standardized)
MCXMY(): Monte Carlo Method Confidence Intervals for X-M-Y
MCXYM(): Monte Carlo Method Confidence Intervals for X-Y-M
MCYMX(): Monte Carlo Method Confidence Intervals for Y-M-X
PhiHat(): Estimated Drift Matrix
RandomMeasurement(): Simulate Random Measurement
Sim(): Simulation Replication
SimDynrBootPara(): Simulation Replication - BootPara
SimDynrBootParaStdXMY(): Simulation Replication - BootParaStdXMY
SimDynrBootParaStdYMX(): Simulation Replication - BootParaStdYMX
SimDynrBootParaXMY(): Simulation Replication - BootParaXMY
SimDynrBootParaYMX(): Simulation Replication - BootParaYMX
SimDynrDeltaStdXMY(): Simulation Replication - DynrDeltaStdXMY
SimDynrDeltaStdYMX(): Simulation Replication - DynrDeltaStdYMX
SimDynrDeltaXMY(): Simulation Replication - DynrDeltaXMY
SimDynrDeltaYMX(): Simulation Replication - DynrDeltaYMX
SimDynrMCStdXMY(): Simulation Replication - DynrMCStdXMY
SimDynrMCStdYMX(): Simulation Replication - DynrMCStdYMX
SimDynrMCXMY(): Simulation Replication - DynrMCXMY
SimDynrMCYMX(): Simulation Replication - DynrMCYMX
SimFN(): Simulation File Name
SimFitDynr(): Simulation Replication - FitDynr
SimFitMx(): Simulation Replication - FitMx
SimGenData(): Simulation Replication - GenData
SimIllustration(): Simulation Replication (Illustration)
SimIllustrationDynrBootPara(): Simulation Replication - BootPara
SimIllustrationDynrBootParaStdXMY(): Simulation Replication - BootParaStdXMY
SimIllustrationDynrBootParaXMY(): Simulation Replication - BootParaXMY
SimIllustrationDynrDeltaStdXMY(): Simulation Replication - Illustration (DynrDeltaStdXMY)
SimIllustrationDynrDeltaXMY(): Simulation Replication - Illustration (DynrDeltaXMY)
SimIllustrationDynrMCPhiSigma(): Simulation Replication - Illustration (MCPhiSigma)
SimIllustrationDynrMCStdXMY(): Simulation Replication - Illustration (DynrMCStdXMY)
SimIllustrationDynrMCXMY(): Simulation Replication - Illustration (DynrMCXMY)
SimIllustrationFitDynr(): Simulation Replication - IllustrationFitDynr
SimIllustrationFitMx(): Simulation Replication - IllustrationFitMx
SimIllustrationGenData(): Simulation Replication - IllustrationGenData
SimIllustrationPara(): Simulation Replication Parametric Bootstrap (Parallel)
SimPara(): Simulation Replication Parametric Bootstrap (Parallel)
SimProj(): Simulation Project Name
Sum(): Summary
SumDynrDeltaStdXMY(): Summary (DynrDeltaStdXMY)
SumDynrDeltaStdYMX(): Summary (DynrDeltaStdYMX)
SumDynrDeltaXMY(): Summary (DynrDeltaXMY)
SumDynrDeltaYMX(): Summary (DynrDeltaYMX)
SumDynrMCStdXMY(): Summary (DynrMCStdXMY)
SumDynrMCStdYMX(): Summary (DynrMCStdYMX)
SumDynrMCXMY(): Summary (DynrMCXMY)
SumDynrMCYMX(): Summary (DynrMCYMX)
SumFitDynr(): Summary (FitDynr)
SumIllustration(): Summary (Illustration)
SumIllustrationDynrBootParaStdXMY(): Summary - Illustration (DynrBootParaStdXMY)
SumIllustrationDynrBootParaXMY(): Summary - Illustration (DynrBootParaXMY)
SumIllustrationDynrDeltaStdXMY(): Summary - Illustration (DynrDeltaStdXMY)
SumIllustrationDynrDeltaXMY(): Summary - Illustration (DynrDeltaXMY)
SumIllustrationDynrMCStdXMY(): Summary - Illustration (DynrMCStdXMY)
SumIllustrationDynrMCXMY(): Summary - Illustration (DynrMCXMY)
SumIllustrationFitDynr(): Summary - Illustration (FitDynr)
ThetaHat(): Estimated Drift Matrix and Process Noise