allestimates: Effect Estimates from All Models

Estimates and plots effect estimates from models with all possible combinations of a list of variables. It can be used for assessing treatment effects in clinical trials or risk factors in bio-medical and epidemiological research. Like Stata command 'confall' (Wang Z. Stata Journal 2007; 7, Number 2, pp. 183–196), 'allestimates' calculates and stores all effect estimates, and plots them against p values or Akaike information criterion (AIC) values. It currently has functions for linear regression: all_lm(), logistic and Poisson regression: all_glm() and all_speedglm(), and Cox proportional hazards regression: all_cox().

Version: 0.2.2
Depends: R (≥ 2.10)
Imports: broom, tibble, ggplot2, speedglm, survival, tidyr, utils, stringr, dplyr
Suggests: spelling, knitr, rmarkdown
Published: 2022-03-04
Author: Zhiqiang Wang [aut, cre]
Maintainer: Zhiqiang Wang <menzies.uq at gmail.com>
License: GPL-2
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: allestimates results

Documentation:

Reference manual: allestimates.pdf
Vignettes: allestimates-vignette

Downloads:

Package source: allestimates_0.2.2.tar.gz
Windows binaries: r-devel: allestimates_0.2.2.zip, r-release: allestimates_0.2.2.zip, r-oldrel: allestimates_0.2.2.zip
macOS binaries: r-release (arm64): allestimates_0.2.2.tgz, r-oldrel (arm64): allestimates_0.2.2.tgz, r-release (x86_64): allestimates_0.2.2.tgz, r-oldrel (x86_64): allestimates_0.2.2.tgz
Old sources: allestimates archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=allestimates to link to this page.