Estimation of the Structural Topic and Sentiment-Discourse Model for Text Analysis

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Documentation for package ‘sts’ version 1.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

sts-package	A Structural Topic and Sentiment-Discourse Model for Text Analysis
estimateRegns	Regression Table Estimation
findRepresentativeDocs	Function for Identifying Documents that Load Heavily on a Topic
heldoutLikelihood	Compute Heldout Log-Likelihood
plot.STS	Function for plotting STS objects
plotRepresentativeDocs	Plot Documents that Load Heavily on a Topic
print.STS	Summary Function for the STS objects
printRegnTables	Print Estimated Regression Tables
printTopWords	Print Top Words that Load Heavily on each Topic
sts	Variational EM for the Structural Topic and Sentiment-Discourse (STS) Model
summary.STS	Summary Function for the STS objects
topicExclusivity	Compute Exclusivity
topicSemanticCoherence	Compute Semantic Coherence