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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 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 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++ 13 5

  3. rrum 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 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 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 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
  • 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
  • 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++ 0 0 0 0 Updated Aug 17, 2023
  • pg Public

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

    C++ 0 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
  • edmdata Public

    Supplementary data package for the edm package

    R 5 0 2 0 Updated Nov 8, 2021
  • 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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