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. Accessed 22 Dec. 2024.
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
Complete documentation for stylest2
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

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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