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

## 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