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textir (version 2.0-3)

Inverse Regression for Text Analysis

Description

Multinomial [inverse] regression inference for text documents and associated attributes. Provides fast sparse multinomial logistic regression for phrase counts. A minimalist partial least squares routine is also included. Note that the topic modeling capability of textir is now a separate package, maptpx.

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Version

Install

install.packages('textir')

Monthly Downloads

305

Version

2.0-3

License

GPL-3

Maintainer

Matt Taddy

Last Published

April 1st, 2015

Functions in textir (2.0-3)

tfidf

tf-idf
we8there

On-Line Restaurant Reviews
corr

2nd momments of sparse matrices
congress109

Ideology in Political Speeches
pls

Partial Least Squares
mnlm

Multinomial Inverse Regression (MNIR)