Models with Discrete Latent Variables for Analysis of Categorical Data:
A MATLAB MDLV Toolbox

MATLAB MDLV toolbox

Supplemental Materials (PDF)

Download MDLV MATLAB toolbox (ZIP)

Appendix A : EVS Data (PDF)

  • Appendix A1: SAS Codes for data sampling, linking, and recoding

    • Appendix_A1_SAS_codes.sas

  • Appendix A2: Data Preparation MATLAB Codes

    • EVSdata.m

    Appendix B : Examples of MDLV MATLAB toolbox (PDF)

  • Appendix B1: Fitting MLMM using the MDLV MATLAB toolbox

    • EVSdata_MLMM.m

  • Appendix B2: Fitting MLCM using the MDLV MATLAB toolbox

    • EVSdata_MLCM.m

  • Appendix B3: Fitting LMM using the MDLV MATLAB toolbox

    • EVSdata_LMM.m

  • Appendix B4: Fitting LCM using the MDLV MATLAB toolbox

    • EVSdata_LCM.m

    Appendix C : The MDLV MATLAB toolbox (PDF)

  • Appendix C1: Data Format

  • Appendix C2: Inputs and outputs of main estimation functions

  • Appendix C3: Data Simulation Scripts and Utility Functions

    • Simulate_LCM.m
    Simulate_LMM.m
    Simulate_MLCM.m
    Simulate_MLMM.m