stm: An R Package for Structural Topic Models

Citation:

Roberts, Margaret, Brandon Stewart, and Dustin Tingley. 2019. “stm: An R Package for Structural Topic Models”. Journal of Statistical Software 91 (2):1–40.
stm: An R Package for Structural Topic Models

ISSN:

1548-7660

Abstract:

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.

Publisher's Version

DOI:

10.18637/jss.v091.i02
Last updated on 02/07/2020