stm-package

This package implements the Structural Topic Model, a general approach to including document-level metadata within mixed-membership topic models. To read the vignette use <code>vignette('stmVignette')</code>.Functions to ingest and manipulate documents:
<code><a rd-options="" href="/link/textProcessor?package=stm&version=1.1.3" data-mini-rdoc="stm::textProcessor">textProcessor</a></code>
<code><a rd-options="" href="/link/readCorpus?package=stm&version=1.1.3" data-mini-rdoc="stm::readCorpus">readCorpus</a></code>
<code><a rd-options="" href="/link/prepDocuments?package=stm&version=1.1.3" data-mini-rdoc="stm::prepDocuments">prepDocuments</a></code>Functions to fit the model:
<code><a rd-options="" href="/link/stm?package=stm&version=1.1.3" data-mini-rdoc="stm::stm">stm</a></code>
<code><a rd-options="" href="/link/selectModel?package=stm&version=1.1.3" data-mini-rdoc="stm::selectModel">selectModel</a></code>
<code><a rd-options="" href="/link/manyTopics?package=stm&version=1.1.3" data-mini-rdoc="stm::manyTopics">manyTopics</a></code>Functions to summarize a model:
<code><a rd-options="" href="/link/labelTopics?package=stm&version=1.1.3" data-mini-rdoc="stm::labelTopics">labelTopics</a></code>
<code><a rd-options="" href="/link/summary.STM?package=stm&version=1.1.3" data-mini-rdoc="stm::summary.STM">summary.STM</a></code>
<code><a rd-options="" href="/link/findThoughts?package=stm&version=1.1.3" data-mini-rdoc="stm::findThoughts">findThoughts</a></code>Functions for Post-Estimation:
<code><a rd-options="" href="/link/estimateEffect?package=stm&version=1.1.3" data-mini-rdoc="stm::estimateEffect">estimateEffect</a></code>
<code><a rd-options="" href="/link/topicCorr?package=stm&version=1.1.3" data-mini-rdoc="stm::topicCorr">topicCorr</a></code>
<code><a rd-options="" href="/link/permutationTest?package=stm&version=1.1.3" data-mini-rdoc="stm::permutationTest">permutationTest</a></code>Plotting Functions:
<code><a rd-options="" href="/link/plot.STM?package=stm&version=1.1.3" data-mini-rdoc="stm::plot.STM">plot.STM</a></code>
<code><a rd-options="" href="/link/plot.estimateEffect?package=stm&version=1.1.3" data-mini-rdoc="stm::plot.estimateEffect">plot.estimateEffect</a></code>
<code><a rd-options="" href="/link/plot.topicCorr?package=stm&version=1.1.3" data-mini-rdoc="stm::plot.topicCorr">plot.topicCorr</a></code>
<code><a rd-options="" href="/link/plot.STMpermute?package=stm&version=1.1.3" data-mini-rdoc="stm::plot.STMpermute">plot.STMpermute</a></code>
<code><a rd-options="" href="/link/plotQuote?package=stm&version=1.1.3" data-mini-rdoc="stm::plotQuote">plotQuote</a></code>
<code><a rd-options="" href="/link/plotTopicLoess?package=stm&version=1.1.3" data-mini-rdoc="stm::plotTopicLoess">plotTopicLoess</a></code>
<code><a rd-options="" href="/link/plotModels?package=stm&version=1.1.3" data-mini-rdoc="stm::plotModels">plotModels</a></code>
<code><a rd-options="" href="/link/topicQuality?package=stm&version=1.1.3" data-mini-rdoc="stm::topicQuality">topicQuality</a></code>Pre-Fit Models and Data:
<code><a rd-options="" href="/link/gadarian?package=stm&version=1.1.3" data-mini-rdoc="stm::gadarian">gadarian</a></code>
<code><a rd-options="" href="/link/gadarianFit?package=stm&version=1.1.3" data-mini-rdoc="stm::gadarianFit">gadarianFit</a></code>
<code><a rd-options="" href="/link/poliblog5k?package=stm&version=1.1.3" data-mini-rdoc="stm::poliblog5k">poliblog5k</a></code>

 package

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.

stm-package: Structural Topic Model

Description

Arguments

References

See Also