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textir (version 1.2.1)

Inverse Regression for Text Analysis

Description

A set of tools for inference about text and associated speaker/document sentiment. This includes the mnlm function for map estimation in Laplace regularized multinomial logistic regression, which can be used for inverse regression analysis of sentiment in text. Feel free to send questions/comments!

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Version

Install

install.packages('textir')

Monthly Downloads

305

Version

1.2.1

License

LGPL

Maintainer

Matt Taddy

Last Published

February 22nd, 2011

Functions in textir (1.2.1)

pls

Partial Least Squares
cubic

Cubic function solver
textir-package

Inverse Regression for Text
plot.mnlm

Multinomial logistic regression Plots
congress109

Ideology in Political Speeches
sdev

Sparse Matrix Standard Deviation
tfidf

Term Frequency * Inverse Document Frequency
freq

Frequency Matrix Conversion
plot.pls

pls plot
corr

Sparse Matrix Correlation
mnlm

Estimation for high-dimensional Multinomial Logistic Regression
we8there

On-Line Restaurant Reviews
normalize

Normalize