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An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by tmsalab
A curated list of projects in awesome lists by tmsalab .
https://github.com/tmsalab/dina
Estimate the Deterministic Input, Noisy "And" Gate (DINA) cognitive diagnostic model parameters using the Gibbs sampler described by Culpepper (2015) <doi:10.3102/1076998615595403>.
armadillo bayesian gibbs-sampler irt item-response-theory psychometrics rcpp rcpparmadillo
Last synced: 16 Dec 2024
https://github.com/tmsalab/hmcdm
R package for fitting hidden Markov cognitive diagnosis models for learning.
cognitive-diagnostic-models psychometrics r rcpp rcpparmadillo
Last synced: 16 Dec 2024
https://github.com/tmsalab/edmdata
Supplementary data package for the edm package
cognitive-diagnostic-models data edm r
Last synced: 16 Dec 2024
https://github.com/tmsalab/cirt
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.
armadillo bayesian choice cognitive-diagnostic-models gibbs-sampling item-response-theory r rcpparmadillo rstats
Last synced: 16 Dec 2024
https://github.com/tmsalab/edina
Perform a Bayesian estimation of the Exploratory Deterministic Input, Noisy “And” Gate (EDINA) cognitive diagnostic model described by Chen et al. (2018) <doi:10.1007/s11336-017-9579-4>
cognitive-diagnostic-models cpp dina ecdm item-response-theory psychometrics r rcpparmadillo rstats
Last synced: 16 Dec 2024
https://github.com/tmsalab/iccbeta
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 variable that is attributed to group heterogeneity in slopes.
armadillo correlation intraclass-correlation r rcpp rcpparmadillo
Last synced: 16 Dec 2024
https://github.com/tmsalab/fourpno
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:10.1007/s11336-015-9477-6>.
armadillo cognitive-diagnostic-models gibbs-sampler item-response-theory r rcpp rcpparmadillo rstats
Last synced: 29 Nov 2024
https://github.com/tmsalab/edm
Modeling framework for Exploratory Diagnostic Models (EDM)
armadillo cognitive-diagnostic-models exploratory-diagnostic-models psychometrics r rcpparmadillo
Last synced: 16 Dec 2024
https://github.com/tmsalab/slcm
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>
latent-class-model psychometrics r-package rcpparmadillo sparse
Last synced: 16 Dec 2024
https://github.com/tmsalab/bayesefa
Exploratory Bayesian factor analysis of continuous, mixed-type, and bounded continuous variables using the mode-jumping algorithm of Man and Culpepper (2020) <doi:10.1080/01621459.2020.1773833>.
Last synced: 16 Dec 2024
https://github.com/tmsalab/pg
Pólya-Gamma Distribution Random Samplers for both C++ via Rcpp or RcppArmadillo and R
Last synced: 16 Dec 2024
https://github.com/tmsalab/ohoegdm
Ordinal Higher-Order Exploratory General Diagnostic Models for Polytomous Data described by Culpepper and Balamuta (In Press) <doi:10.1080/00273171.2021.1985949>.
diagnostic-model exploratory-diagnostic-models psychometrics r rstats
Last synced: 16 Dec 2024
https://github.com/tmsalab/actions
TMSALab Customized GitHub Action workflows
Last synced: 16 Dec 2024
https://github.com/tmsalab/rrum
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>.
armadillo cdm cognitive-diagnostic-models gibbs-sampling-algorithm psychometrics r rcpparmadillo rrum rstats
Last synced: 16 Dec 2024
https://github.com/tmsalab/errum
Perform a Bayesian estimation of the Exploratory reduced Reparameterized Unified Model (errum) described by Culpepper and Chen (2018) <doi:10.3102/1076998618791306>.
cognitive-diagnostic-modeling cpp ecdm item-response-theory psychometrics r rcpparmadillo rrum rstats
Last synced: 16 Dec 2024
https://github.com/tmsalab/pathmodelfit
Fit Indices for the Path Component of Latent Variable Structural Equation Models
Last synced: 16 Dec 2024
https://github.com/tmsalab/pkg-dashboard
Dashboard containing overview of package information
Last synced: 16 Dec 2024
https://github.com/tmsalab/edmcore
🚨[WIP]🚨Classes and Algorithms used across Exploratory Diagnostic Modeling Framework
cdm cognitive-diagnostic-models psychometrics r
Last synced: 16 Dec 2024
https://github.com/tmsalab/simcdm
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>.
cognitive-diagnostic-models psychometrics r rcpp rcpparmadillo simulation
Last synced: 16 Dec 2024
https://github.com/tmsalab/edm-book
An overview of the ECDM modeling framework.
cognitive-diagnostic-models ecdm r
Last synced: 16 Dec 2024
https://github.com/tmsalab/shinyecdm
Web interface powered by shiny for modeling with exploratory cognitive diagnostic models (ECDMs)
cdm cognitive-diagnostic-models ecdm r shiny
Last synced: 16 Dec 2024