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@tmsalab

TMSA Lab @ UIUC

Testing Measurement and Statistical Analysis Lab at the University of Illinois (UIUC)

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  1. simcdm Public

    Simulate cognitive diagnostic model data for Deterministic Input, Noisy "And" Gate (DINA) and reduced Reparameterized Unified Model (rRUM) from Culpepper and Hudson (2017) <doi: 10.1177/01466216177…

    C++ 1

  2. dina Public

    Estimate the Deterministic Input, Noisy "And" Gate (DINA) cognitive diagnostic model parameters using the Gibbs sampler described by Culpepper (2015) <doi:10.3102/1076998615595403>.

    C++ 14 5

  3. rrum Public

    The goal of rrum is to provide an implementation of Gibbs sampling algorithm for Bayesian Estimation of reduced Reparametrized Unifed Model (rRUM), described by Culpepper and Hudson (2017) <doi: 10…

    C++

  4. iccbeta Public

    A function and vignettes for computing an intraclass correlation described in Aguinis & Culpepper (2015) <doi:10.1177/1094428114563618>. This package quantifies the share of variance in a dependent…

    R 2

  5. fourPNO Public

    Estimate 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 described by Culpepper (2016) <doi:10.10…

    C++ 1 1

  6. cIRT Public

    Jointly model the accuracy of cognitive responses and item choices within a bayesian hierarchical framework as described by Culpepper and Balamuta (2015) <doi:10.1007/s11336-015-9484-7>. In additio…

    C++ 4

Repositories

Showing 10 of 24 repositories
  • slcm Public

    Perform a Bayesian estimation of the exploratory Sparse Latent Class Model for Binary Data described by Chen, Y., Culpepper, S. A., and Liang, F. (2020) <https://doi.org/10.1007/s11336-019-09693-2>

    C++ 2 0 0 0 Updated Jan 22, 2025
  • edmdata Public

    Supplementary data package for the edm package

    R 5 0 2 0 Updated Oct 1, 2024
  • simcdm Public

    Simulate cognitive diagnostic model data for Deterministic Input, Noisy "And" Gate (DINA) and reduced Reparameterized Unified Model (rRUM) from Culpepper and Hudson (2017) <doi: 10.1177/0146621617707511>, Culpepper (2015) <doi:10.3102/1076998615595403>, and de la Torre (2009) <doi:10.3102/1076998607309474>.

    C++ 0 1 4 0 Updated Nov 29, 2023
  • rrum Public

    The goal of rrum is to provide an implementation of Gibbs sampling algorithm for Bayesian Estimation of reduced Reparametrized Unifed Model (rRUM), described by Culpepper and Hudson (2017) <doi: 10.1177/0146621617707511>.

    C++ 0 0 1 0 Updated Nov 29, 2023
  • pg Public

    Pólya-Gamma Distribution Random Samplers for both C++ via Rcpp or RcppArmadillo and R

    C++ 1 0 0 0 Updated Jul 21, 2023
  • hmcdm Public

    R package for fitting hidden Markov cognitive diagnosis models for learning.

    C++ 7 7 0 0 Updated Mar 20, 2023
  • ohoegdm Public

    Ordinal Higher-Order Exploratory General Diagnostic Models for Polytomous Data described by Culpepper and Balamuta (In Press) <doi:10.1080/00273171.2021.1985949>.

    C++ 0 GPL-3.0 0 0 0 Updated Feb 24, 2022
  • cIRT Public

    Jointly model the accuracy of cognitive responses and item choices within a bayesian hierarchical framework as described by Culpepper and Balamuta (2015) <doi:10.1007/s11336-015-9484-7>. In addition, the package contains the datasets used within the analysis of the paper.

    C++ 4 GPL-3.0 0 1 0 Updated Feb 21, 2022
  • edmcore Public

    🚨[WIP]🚨Classes and Algorithms used across Exploratory Diagnostic Modeling Framework

    R 0 1 2 1 Updated Aug 29, 2021
  • targetsedm Public
    0 0 0 0 Updated Jul 24, 2021
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