|Authors:||Margaret E. Roberts, Brandon M. Stewart, Dustin Tingley|
|Title:||stm: An R Package for Structural Topic Models|
|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.|
Page views:: 3639. Submitted: 2016-01-19. Published: 2019-10-31.
stm: An R Package for Structural Topic Models
This work is licensed under the licenses
Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.