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DESCRIPTION
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DESCRIPTION
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Package: stm
Title: Estimation of the Structural Topic Model
Version: 1.3.3
Authors@R: as.person(c(
"Margaret Roberts <[email protected]> [aut]",
"Brandon Stewart <[email protected]> [aut, cre]",
"Dustin Tingley <[email protected]> [aut]",
"Kenneth Benoit <[email protected]> [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>.
Depends:
R (>= 3.2.2),
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,
testthat,
tm (>= 0.6),
wordcloud
Encoding: UTF-8
LazyData: yes
License: MIT + file LICENSE
URL: http://structuraltopicmodel.com
BugReports: https://github.com/bstewart/stm/issues
RoxygenNote: 6.1.1