In WinVector/sigr: Succinct and Correct Statistical Summaries for Reports

sigr

Concise formatting of significances in R.

Please see Adding polished significance summaries to papers using R for some discussion.

See also:

• "The prevalence of statistical reporting errors in psychology (1985–2013)", Nuijten, M.B., Hartgerink, C.H.J., van Assen, M.A.L.M. et al., Behav Res (2015), doi:10.3758/s13428-015-0664-2
• Reporting Statistics in APA Style
• Publication Manual of the American Psychological Association, Seventh Edition
• Proofing statistics in papers
• apa
• bootstrap
• broom
• achetverikov/APAstats
• pwr
• ggstatsplot
• "Why Most Published Research Findings Are False", John P. A. Ioannidis PLOS Medicine, August 30, 2005
• "The garden of forking paths", Andrew Gelman and Eric Loken, 14 Nov 2013

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sigr is a small package that concentrates on computing summary statistics and reporting in an appropriate format.

For example here is formatting the quality of a logistic regression.

d <- data.frame(x=c(1,2,3,4,5,6,7,7),
      y=c(TRUE,FALSE,FALSE,FALSE,TRUE,TRUE,TRUE,FALSE))
model <- glm(y~x,data=d,family=binomial)
summary(model)

library("sigr")

cat(render(wrapChiSqTest(model),
           pLargeCutoff=1, format='markdown'))

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To install, from inside R please run:

install.packages("sigr")

WinVector/sigr documentation built on Aug. 29, 2023, 3:57 a.m.