Skip to contents

Data Generation Functions

GenCULTA2Profiles()
Simulate Observed Data from a Two-Profile CULTA Model
GenData()
Simulate Data

Model Fitting Functions

FitCULTA1Profile()
Fit the One-Profile CULTA Model (CUTS Model with AR)
FitCULTA2Profiles()
Fit the Two-Profile CULTA Model
FitLTA2Profiles()
Fit the Two-Profile LTA Model
FitRILTA2Profiles()
Fit the Two-Profile RILTA Model
InputCULTA1Profile()
Generate Mplus Inout file for the One-Profile CULTA Model (CUTS Model with AR)
InputCULTA2Profiles()
Generate Mplus Input file for the Two-Profile CULTA Model
InputLTA2Profiles()
Generate Mplus Input file for the Two-Profile LTA Model
InputRILTA2Profiles()
Generate Mplus Input file for the Two-Profile RILTA Model

Simulation Functions

Sim()
Simulation Replication
SimFN()
Simulation File Name
SimFitCULTA1Profile()
Simulation Replication - FitCULTA1Profile
SimFitCULTA2Profiles()
Simulation Replication - FitCULTA2Profiles
SimFitLTA2Profiles()
Simulation Replication - FitLTA2Profiles
SimFitRILTA2Profiles()
Simulation Replication - FitRILTA2Profiles
SimGenData()
Simulation Replication - GenData
SimProj()
Simulation Project Name
Sum()
Summary
SumFitCULTA1Profile()
Summary (FitCULTA1Profile)
SumFitCULTA2Profiles()
Summary (FitCULTA2Profiles)
SumFitLTA2Profiles()
Summary (FitLTA2Profiles)
SumFitRILTA2Profiles()
Summary (FitRILTA2Profiles)
SumLTAParamsCULTA2Profiles()
Summary (LTAParamsCULTA2Profiles)
SumLTAParamsLTA2Profiles()
Summary (LTAParamsLTA2Profiles)
SumLTAParamsRILTA2Profiles()
Summary (LTAParamsRILTA2Profiles)
SumParamsCULTA2Profiles()
Summary (ParamsCULTA2Profiles)

Summary Functions

Sum()
Summary
SumFitCULTA1Profile()
Summary (FitCULTA1Profile)
SumFitCULTA2Profiles()
Summary (FitCULTA2Profiles)
SumFitLTA2Profiles()
Summary (FitLTA2Profiles)
SumFitRILTA2Profiles()
Summary (FitRILTA2Profiles)
SumLTAParamsCULTA2Profiles()
Summary (LTAParamsCULTA2Profiles)
SumLTAParamsLTA2Profiles()
Summary (LTAParamsLTA2Profiles)
SumLTAParamsRILTA2Profiles()
Summary (LTAParamsRILTA2Profiles)
SumParamsCULTA2Profiles()
Summary (ParamsCULTA2Profiles)

Data

params
Simulation Parameters
results_culta_est
Simulation Results (CULTA Estimates)
results_entropy
Simulation Results (Entropy)
results_ic
Simulation Results (Information Criteria)
results_lta_est
Simulation Results (LTA Estimates)

Figures

FigBiasCULTAEst()
Plot Relative Bias (CULTA Estimates)
FigBiasLTAEst()
Plot Relative Bias (LTA Estimates)
FigCoverageCULTAEst()
Plot Coverage Probabilities (CULTA Estimates)
FigCoverageLTAEst()
Plot Coverage Probabilities (LTA Estimates)
FigEntropy()
Plot Entropy
FigIC()
Plot Information Criteria
FigPowerCULTAEst()
Plot Statistical Power (CULTA Estimates)
FigPowerLTAEst()
Plot Statistical Power (LTA Estimates)
FigRMSECULTAEst()
Plot Root Mean Square Error (CULTA Estimates)
FigRMSELTAEst()
Plot Root Mean Square Error (LTA Estimates)

Methods

AIC(<fitculta>)
Akaike's Information Criterion
BIC(<fitculta>)
Bayesian Information Criterion
WriteData()
Write Data to File
anova(<fitculta>)
Compare Two Nested fitculta Models Using Scaled Chi-Square Difference Test
as.data.frame(<simculta>)
Coerce an Object of Class simculta to a Data Frame
as.matrix(<simculta>)
Coerce an Object of Class simculta to a Matrix
coef(<fitculta>)
Parameter Estimates
confint(<fitculta>)
Confidence Intervals for Parameter Estimates
converged()
Convergence Status of a Model Fit
entropy()
Entropy
logLik(<fitculta>)
Extract Log-Likelihood
print(<fitculta>)
Print Method for an Object of Class fitculta
print(<simculta>)
Print Method for an Object of Class simculta
summary(<fitculta>)
Summary Method for an Object of Class fitculta
vcov(<fitculta>)
Sampling Covariance Matrix

All Functions

Compress()
Compress Replication
FigBiasCULTAEst()
Plot Relative Bias (CULTA Estimates)
FigBiasLTAEst()
Plot Relative Bias (LTA Estimates)
FigCoverageCULTAEst()
Plot Coverage Probabilities (CULTA Estimates)
FigCoverageLTAEst()
Plot Coverage Probabilities (LTA Estimates)
FigEntropy()
Plot Entropy
FigIC()
Plot Information Criteria
FigPowerCULTAEst()
Plot Statistical Power (CULTA Estimates)
FigPowerLTAEst()
Plot Statistical Power (LTA Estimates)
FigRMSECULTAEst()
Plot Root Mean Square Error (CULTA Estimates)
FigRMSELTAEst()
Plot Root Mean Square Error (LTA Estimates)
FitCULTA1Profile()
Fit the One-Profile CULTA Model (CUTS Model with AR)
FitCULTA2Profiles()
Fit the Two-Profile CULTA Model
FitLTA2Profiles()
Fit the Two-Profile LTA Model
FitRILTA2Profiles()
Fit the Two-Profile RILTA Model
GenCULTA2Profiles()
Simulate Observed Data from a Two-Profile CULTA Model
GenData()
Simulate Data
InputCULTA1Profile()
Generate Mplus Inout file for the One-Profile CULTA Model (CUTS Model with AR)
InputCULTA2Profiles()
Generate Mplus Input file for the Two-Profile CULTA Model
InputLTA2Profiles()
Generate Mplus Input file for the Two-Profile LTA Model
InputRILTA2Profiles()
Generate Mplus Input file for the Two-Profile RILTA Model
Sim()
Simulation Replication
SimFN()
Simulation File Name
SimFitCULTA1Profile()
Simulation Replication - FitCULTA1Profile
SimFitCULTA2Profiles()
Simulation Replication - FitCULTA2Profiles
SimFitLTA2Profiles()
Simulation Replication - FitLTA2Profiles
SimFitRILTA2Profiles()
Simulation Replication - FitRILTA2Profiles
SimGenData()
Simulation Replication - GenData
SimProj()
Simulation Project Name
Sum()
Summary
SumFitCULTA1Profile()
Summary (FitCULTA1Profile)
SumFitCULTA2Profiles()
Summary (FitCULTA2Profiles)
SumFitLTA2Profiles()
Summary (FitLTA2Profiles)
SumFitRILTA2Profiles()
Summary (FitRILTA2Profiles)
SumLTAParamsCULTA2Profiles()
Summary (LTAParamsCULTA2Profiles)
SumLTAParamsLTA2Profiles()
Summary (LTAParamsLTA2Profiles)
SumLTAParamsRILTA2Profiles()
Summary (LTAParamsRILTA2Profiles)
SumParamsCULTA2Profiles()
Summary (ParamsCULTA2Profiles)