TMSA Lab @ UIUC
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25 repositories
hmcdm
PublicR package for fitting hidden Markov cognitive diagnosis models for learning.dina
PublicEstimate the Deterministic Input, Noisy "And" Gate (DINA) cognitive diagnostic model parameters using the Gibbs sampler described by Culpepper (2015) <doi:10.31…cIRT
PublicJointly model the accuracy of cognitive responses and item choices within a bayesian hierarchical framework as described by Culpepper and Balamuta (2015) <doi:1…errum
PublicPerform a Bayesian estimation of the Exploratory reduced Reparameterized Unified Model (errum) described by Culpepper and Chen (2018) <doi:10.3102/1076998618791…edina
PublicPerform a Bayesian estimation of the Exploratory Deterministic Input, Noisy “And” Gate (EDINA) cognitive diagnostic model described by Chen et al. (2018) <doi:1…rrum
PublicThe goal of rrum is to provide an implementation of Gibbs sampling algorithm for Bayesian Estimation of reduced Reparametrized Unifed Model (rRUM), described b…ohoegdm
PublicOrdinal Higher-Order Exploratory General Diagnostic Models for Polytomous Data described by Culpepper and Balamuta (2023) <doi:10.1080/00273171.2021.1985949>.iccbeta
PublicA function and vignettes for computing an intraclass correlation described in Aguinis & Culpepper (2015) <doi:10.1177/1094428114563618>. This package quantifies…slcm
PublicPerform a Bayesian estimation of the exploratory Sparse Latent Class Model for Binary Data described by Chen, Y., Culpepper, S. A., and Liang, F. (2020) <h…fourPNO
PublicEstimate Barton & Lord's (1981) <doi:10.1002/j.2333-8504.1981.tb01255.x> four parameter IRT model with lower and upper asymptotes using Bayesian formulation des…edmdata
Publicsimcdm
PublicSimulate cognitive diagnostic model data for Deterministic Input, Noisy "And" Gate (DINA) and reduced Reparameterized Unified Model (rRUM) from Culpepp…pg
Publicedmcore
Public🚨[WIP]🚨Classes and Algorithms used across Exploratory Diagnostic Modeling Frameworktargetsedm
Publicshinyecdm
Publicedm
PublicModeling framework for Exploratory Diagnostic Models (EDM)bayesefa
Publicedm-book
PublicAn overview of the ECDM modeling framework.pathmodelfit
Publicactions
PublicTMSALab Customized GitHub Action workflowstmsapkg
Publicpkg-dashboard
Publictmsalab.github.io
Public
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