Learn R Programming

⚠️There's a newer version (2.0-5) of this package.Take me there.

textir (version 1.8-5)

Inverse Regression for Text Analysis

Description

A suite of tools for text and sentiment mining. This includes the `mnlm' function, for sparse multinomial logistic regression, `pls', a concise partial least squares routine, and the `topics' function, for efficient estimation and dimension selection in latent topic models.

Copy Link

Version

Install

install.packages('textir')

Monthly Downloads

826

Version

1.8-5

License

GPL-3

Maintainer

Matt Taddy

Last Published

April 8th, 2012

Functions in textir (1.8-5)

mnlm

Estimation for high-dimensional Multinomial Logistic Regression
textir-package

Inverse Regression for Text
topicVar

topic variance
summary.topics

topic summary
plot.mnlm

Multinomial logistic regression Plots
polynomial roots

Cubic and quadratic function solvers
rdir

Dirichlet RNG
topics

Estimation for Topic Models
we8there

On-Line Restaurant Reviews
freq

Frequency Matrix Conversion
plot.pls

pls plot
predict.mnlm

mnlm predict
normalize

Normalize
summary.pls

pls summary
predict.pls

pls predict
corr

Sparse Matrix Correlation
tfidf

Term Frequency * Inverse Document Frequency
summary.mnlm

mnlm summary
pls

Partial Least Squares
congress109

Ideology in Political Speeches
plot.topics

topic plots
wsjibm

WSJ Stories on IBM
sdev

Sparse Matrix Standard Deviation
predict.topics

topic predict