validateIt: Crowdsourced Validation of Topic Models
R package for crowdsourced validation of topic models via Amazon Mechanical Turk. Creates and manages tasks that assess both topic coherence and label accuracy, integrating …
luwei-ying
R package for crowdsourced validation of topic models via Amazon Mechanical Turk. Creates and manages tasks that assess both topic coherence and label accuracy, integrating …
R package for Bayesian estimation of the generalized graded unfolding model (GGUM) via Metropolis-coupled MCMC. Recovers ideal points in settings where respondents with opposing …
R package implementing computerized adaptive testing (CAT) for survey research. Dynamically selects the most informative questions for each respondent using item response theory, …
R package for combining predictions from multiple models using ensemble Bayesian model averaging (EBMA). Weights component models by historical accuracy to produce superior …