Package: textir 2.0-5

Matt Taddy

textir: Inverse Regression for Text Analysis

Multinomial (inverse) regression inference for text documents and associated attributes. For details see: Taddy (2013 JASA) Multinomial Inverse Regression for Text Analysis <arxiv:1012.2098> and Taddy (2015, AoAS), Distributed Multinomial Regression, <arxiv:1311.6139>. A minimalist partial least squares routine is also included. Note that the topic modeling capability of earlier 'textir' is now a separate package, 'maptpx'.

Authors:Matt Taddy <[email protected]>

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textir.pdf |textir.html
textir/json (API)

# Install 'textir' in R:
install.packages('textir', repos = c('https://taddylab.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/taddylab/textir/issues

Datasets:

On CRAN:

6.00 score 29 stars 2 packages 114 scripts 650 downloads 6 exports 4 dependencies

Last updated 7 years agofrom:f2a09cc584. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 27 2024
R-4.5-winOKOct 27 2024
R-4.5-linuxOKOct 27 2024
R-4.4-winOKOct 27 2024
R-4.4-macOKOct 27 2024
R-4.3-winOKOct 27 2024
R-4.3-macOKOct 27 2024

Exports:corrmnlmplssdevsrprojtfidf

Dependencies:distromgamlrlatticeMatrix

Readme and manuals

Help Manual

Help pageTopics
Ideology in Political Speechescongress109 congress109Counts congress109Ideology
2nd momments of sparse matricescorr sdev
Partial Least Squaresplot.pls pls predict.pls print.pls summary.pls
Multinomial Inverse Regression (MNIR)mnlm srproj
tf-idftfidf
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