Other packages > Find by keyword >

sts  

Estimation of the Structural Topic and Sentiment-Discourse Model for Text Analysis
View on CRAN: Click here


Download and install sts package within the R console
Install from CRAN:
install.packages("sts")

Install from Github:
library("remotes")
install_github("cran/sts")

Install by package version:
library("remotes")
install_version("sts", "1.4")



Attach the package and use:
library("sts")
Maintained by
Shawn Mankad
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-17
Latest Update: 2025-01-25
Description:
The Structural Topic and Sentiment-Discourse (STS) model allows researchers to estimate topic models with document-level metadata that determines both topic prevalence and sentiment-discourse. The sentiment-discourse is modeled as a document-level latent variable for each topic that modulates the word frequency within a topic. These latent topic sentiment-discourse variables are controlled by the document-level metadata. The STS model can be useful for regression analysis with text data in addition to topic modeling’s traditional use of descriptive analysis. The method was developed in Li and Mankad (2024) <doi:10.2139/ssrn.4020651>.
How to cite:
Shawn Mankad (2024). sts: Estimation of the Structural Topic and Sentiment-Discourse Model for Text Analysis. R package version 1.4, https://cran.r-project.org/web/packages/sts. Accessed 03 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:10), 1.0 (2024-09-17 13:50), 1.1 (2024-11-06 17:10), 1.2 (2024-11-25 17:00), 1.3 (2025-01-17 19:30)
Other packages that cited sts R package
View sts citation profile
Other R packages that sts depends, imports, suggests or enhances
Complete documentation for sts
Functions, R codes and Examples using the sts R package
Full sts package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
WA  
While-Alive Loss Rate for Recurrent Event in the Presence of Death
Contains inferential and graphical routines for multi-group analysis of while-alive loss (or event) ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu Mao (view profile)
sudokuAlt  
Tools for Making and Spoiling Sudoku Games
Tools for making, retrieving, displaying and solving sudoku games. This package is an alternative to ...
Download / Learn more Package Citations See dependency  
mxmmod  
Measurement Model of Derivatives in 'OpenMx'
Provides a convenient interface in 'OpenMx' for building Estabrook's (2015) ...
Download / Learn more Package Citations See dependency  
cccrm  
Concordance Correlation Coefficient for Repeated (and Non-Repeated) Measures
Estimates the Concordance Correlation Coefficient to assess agreement. The scenarios considered are ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,834

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA