Journal of Statistical Software (Oct 2019)

stm: An R Package for Structural Topic Models

  • Margaret E. Roberts,
  • Brandon M. Stewart,
  • Dustin Tingley

DOI
https://doi.org/10.18637/jss.v091.i02
Journal volume & issue
Vol. 91, no. 1
pp. 1 – 40

Abstract

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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 many useful features, including rich ways to explore topics, estimate uncertainty, and visualize quantities of interest.

Keywords