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DESCRIPTION
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DESCRIPTION
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Package: stm
Title: Estimation of the Structural Topic Model
Version: 1.3.7
Authors@R: c(
person("Margaret", "Roberts", email="meroberts@ucsd.edu", role="aut"),
person("Brandon", "Stewart", email="bms4@princeton.edu", role=c("aut","cre")),
person("Dustin", "Tingley", email="dtingley@gov.harvard.edu", role="aut"),
person("Kenneth","Benoit", email="kbenoit@lse.ac.uk", role="ctb"))
Description: 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>.
Depends:
R (>= 3.5.0),
methods
LinkingTo: Rcpp, RcppArmadillo
Imports:
Rcpp (>= 0.11.3),
data.table,
glmnet,
grDevices,
graphics,
lda,
Matrix,
matrixStats,
parallel,
quadprog,
quanteda,
slam,
splines,
stats,
stringr,
utils
Suggests:
clue,
geometry,
huge,
igraph,
LDAvis,
KernSmooth,
NLP,
rsvd,
Rtsne,
SnowballC,
spelling,
testthat,
tm (>= 0.6),
wordcloud
Encoding: UTF-8
LazyData: yes
License: MIT + file LICENSE
URL: http://www.structuraltopicmodel.com/
BugReports: https://github.com/bstewart/stm/issues
RoxygenNote: 7.2.3
Language: en-US