Other packages > Find by keyword >

stylest2  

Estimating Speakers of Texts
View on CRAN: Click here


Download and install stylest2 package within the R console
Install from CRAN:
install.packages("stylest2")

Install from Github:
library("remotes")
install_github("cran/stylest2")

Install by package version:
library("remotes")
install_version("stylest2", "0.1")



Attach the package and use:
library("stylest2")
Maintained by
Christian Baehr
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-23
Latest Update: 2024-03-23
Description:
Estimates the authors or speakers of texts. Methods developed in Huang, Perry, and Spirling (2020) <doi:10.1017/pan.2019.49>. The model is built on a Bayesian framework in which the distinctiveness of each speaker is defined by how different, on average, the speaker's terms are to everyone else in the corpus of texts. An optional cross-validation method is implemented to select the subset of terms that generate the most accurate speaker predictions. Once a set of terms is selected, the model can be estimated. Speaker distinctiveness and term influence can be recovered from parameters in the model using package functions. Once fitted, the model can be used to predict authorship of new texts.
How to cite:
Christian Baehr (2024). stylest2: Estimating Speakers of Texts. R package version 0.1, https://cran.r-project.org/web/packages/stylest2
Previous versions and publish date:
No previous versions
Other packages that cited stylest2 R package
View stylest2 citation profile
Other R packages that stylest2 depends, imports, suggests or enhances
Functions, R codes and Examples using the stylest2 R package
Full stylest2 package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

sna  
Tools for Social Network Analysis
A range of tools for social network analysis, including node and graph-level indices, structural dis ...
Download / Learn more Package Citations See dependency  
iheatmapr  
Interactive, Complex Heatmaps
Make complex, interactive heatmaps. 'iheatmapr' includes a modular system for iteratively building ...
Download / Learn more Package Citations See dependency  
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  
klausuR  
Multiple Choice Test Evaluation
A set of functions designed to quickly generate results of a multiple choice test. Generates detail ...
Download / Learn more Package Citations See dependency  
corpustools  
Managing, Querying and Analyzing Tokenized Text
Provides text analysis in R, focusing on the use of a tokenized text format. In this format, the pos ...
Download / Learn more Package Citations See dependency  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns