stm: Estimation of the Structural Topic Model

The Structural Topic Model (STM) allows researchers to estimate topic models with document-level covariates. The package also includes tools for model selection, visualization, and estimation of topic-covariate regressions. Methods developed in Roberts et. al. (2014) <doi:10.1111/ajps.12103> and Roberts et. al. (2016) <doi:10.1080/01621459.2016.1141684>. Vignette is Roberts et. al. (2019) <doi:10.18637/jss.v091.i02>.

Package details

AuthorMargaret Roberts [aut], Brandon Stewart [aut, cre], Dustin Tingley [aut], Kenneth Benoit [ctb]
MaintainerBrandon Stewart <bms4@princeton.edu>
LicenseMIT + file LICENSE
Version1.3.7
URL http://www.structuraltopicmodel.com/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("stm")

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stm documentation built on June 24, 2024, 5:18 p.m.