Learn R Programming

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

textir (version 1.8-2)

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

305

Version

1.8-2

License

GPL-3

Maintainer

Matt Taddy

Last Published

March 7th, 2012

Functions in textir (1.8-2)

tfidf

Term Frequency * Inverse Document Frequency
plot.pls

pls plot
plot.mnlm

Multinomial logistic regression Plots
topics

Estimation for Topic Models
textir-package

Inverse Regression for Text
sdev

Sparse Matrix Standard Deviation
plot.topics

topic plots
corr

Sparse Matrix Correlation
summary.topics

topic summary
summary.mnlm

mnlm summary
predict.topics

topic predict
mnlm

Estimation for high-dimensional Multinomial Logistic Regression
freq

Frequency Matrix Conversion
pls

Partial Least Squares
topicVar

topic variance
normalize

Normalize
rdir

Dirichlet RNG
congress109

Ideology in Political Speeches
wsjibm

WSJ Stories on IBM
predict.pls

pls predict
summary.pls

pls summary
predict.mnlm

mnlm predict
polynomial roots

Cubic and quadratic function solvers
we8there

On-Line Restaurant Reviews