Package: statlingua 0.1.0

statlingua: Explain Statistical Output with Large Language Models

Transform complex statistical output into straightforward, understandable, and context-aware natural language descriptions using Large Language Models (LLMs), making complex analyses more accessible to individuals with varying statistical expertise. It relies on the 'ellmer' package to interface with LLM providers including OpenAI <https://openai.com/>, Google AI Studio <https://aistudio.google.com/>, and Anthropic <https://www.anthropic.com/> (API keys are required and managed via 'ellmer').

Authors:Brandon M. Greenwell [aut, cre]

statlingua_0.1.0.tar.gz
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statlingua_0.1.0.tgz(r-4.6-any)statlingua_0.1.0.tgz(r-4.5-any)
statlingua_0.1.0.tar.gz(r-4.7-any)statlingua_0.1.0.tar.gz(r-4.6-any)
statlingua_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
statlingua/json (API)
NEWS

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

Bug tracker:https://github.com/bgreenwell/statlingua/issues

Pkgdown/docs site:https://bgreenwell.github.io

On CRAN:

Conda:

data-scienceexplainabilitylarge-language-modelsllmllmsstatisticsteaching-tools

5.48 score 10 stars 12 scripts 190 downloads 2 exports 0 dependencies

Last updated from:7fe31f044b. Checks:7 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR140
source / vignettesOK182
linux-release-x86_64ERROR116
macos-release-arm64ERROR124
macos-oldrel-arm64ERROR139
windows-develERROR72
windows-releaseERROR104
windows-oldrelERROR103
wasm-releaseOK116

Exports:explainsummarize

Dependencies:

The statlingua Package

Rendered fromstatlingua.Rmdusingknitr::rmarkdownon May 18 2026.

Last update: 2025-05-26
Started: 2025-05-13

Readme and manuals

Help Manual

Help pageTopics
Explain statistical outputexplain explain.coxph explain.default explain.gam explain.glm explain.glmerMod explain.htest explain.lm explain.lme explain.lmerMod explain.polr explain.rpart explain.survreg
Print LLM explanationprint.statlingua_explanation
Summarize statistical outputsummarize summarize.coxph summarize.default summarize.gam summarize.glm summarize.glmerMod summarize.htest summarize.lm summarize.lme summarize.lmerMod summarize.polr summarize.rpart summarize.survreg