Estimation of the Structural Topic and Sentiment-Discourse Model
for Text Analysis
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Documentation for package ‘sts’ version 1.2
Help Pages
| sts-package | A Structural Topic and Sentiment-Discourse Model for Text Analysis |
| estimateRegns | Regression Table Estimation |
| findRepresentativeDocs | Function for plotting documents that load heavily on a topic |
| heldoutLikelihood | Heldout Log-Likelihood |
| plot.STS | Function for plotting STS objects |
| plotRepresentativeDocs | Function for plotting documents that load heavily on a topic |
| print.STS | Summary Function for the STS objects |
| printRegnTables | Print estimated regression tables |
| printTopWords | Function for printing 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 | Exclusivity |
| topicSemanticCoherence | Semantic Coherence |