C2 Fit Statistics1 months ago
Vignette 2: C2 Fit Statistic | Specify Details of Data Generation | Simulate Item Responses | Estimate CLCM | Model Fit | Plots | Plot Model Implied Probabilities vs Observed Probabilities
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CLCM with Greater than 2 Latent Classes1 months ago
Specify Details of Data Generation | The Q-matrix, alpha, eta and Condensation Rules - The Nitty Gritty | Latent Class Proportions | Simulate Item Responses | Estimate CLCM | Model Fit | Absolute Fit Statistic | Relative Fit Statistics | Classification Accuracy
Introduction and Basic Examples1 months ago
Overview of Vignettes | Introduction to CLCM R package | Specify Details of Data Generation | Simulate Item Responses | Estimate CLCM | Model Fit | Classification Accuracy | Plots
Longitudinal CLCM & Transition Matrix1 months ago
Specify Details of Data Generation | Specify transition matrix | Simulate Item Responses | Estimate CLCM | Transition Matrix | Classification Accuracy | Estimate CLCM with Constraint | Model Fit Comparison | Transition Matrices
Longitudinal CLCM with Latent Regression1 months ago
Specify Details of Data Generation | Subject Posterior Distributions via Latent Regression | Simulate Item Responses | Estimate CLCM | Transition Matrix | Classification Accuracy
Longitudinal CLCM with Multinomial Latent Regression1 months ago
Multinomial Latent Regression1 months ago
Specify Details of Data Generation | Subject Posterior Distributions via Multinomial Regression | Simulate Item Responses | Estimate CLCM | Results