stm: An R Package for Structural Topic Models

This paper demonstrates how to use the R package stm for structural topic modeling. The structural topic model allows researchers to flexibly estimate a topic model that includes document-level metadata. Estimation is accomplished through a fast variational approximation. The stm package provides ma...

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Bibliographic Details
Main Authors: Margaret E. Roberts, Brandon M. Stewart, Dustin Tingley
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2019-10-01
Series:Journal of Statistical Software
Subjects:
lda
stm
r
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2511