Mithila GuhaJan 19, 20225 min readLDA Model: Simulated Data Generation in R & Parameter Recovery Study in RStanIn this post, I explain how to replicate the LDA model of Jacobs, Donkers, and Fok (2016) using Stan. They adapted the standard LDA model...
Mithila GuhaApr 12, 20203 min readTopic Modeling and the Latent Dirichlet Allocation Humans are good at understanding topics in a document. When we read a document, we can find out the underlying topics. We can detect...