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 (2007) <doi:10.1177/1536867X0700700203> ), '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 Cox proportional hazards regression: all_cox().

Version: 0.2.3
Depends: R (≥ 2.10)
Imports: broom, ggplot2, survival, tidyr, utils, stringr, dplyr
Suggests: spelling, knitr, rmarkdown
Published: 2023-03-26
DOI: 10.32614/CRAN.package.allestimates
Author: Zhiqiang Wang [aut, cre]
Maintainer: Zhiqiang Wang <menzies.uq at gmail.com>
License: GPL-2
NeedsCompilation: no
Language: en-US
Materials: README NEWS
In views: CausalInference
CRAN checks: allestimates results

Documentation:

Reference manual: allestimates.pdf
Vignettes: allestimates-vignette

Downloads:

Package source: allestimates_0.2.3.tar.gz
Windows binaries: r-devel: allestimates_0.2.3.zip, r-release: allestimates_0.2.3.zip, r-oldrel: allestimates_0.2.3.zip
macOS binaries: r-release (arm64): allestimates_0.2.3.tgz, r-oldrel (arm64): allestimates_0.2.3.tgz, r-release (x86_64): allestimates_0.2.3.tgz, r-oldrel (x86_64): allestimates_0.2.3.tgz
Old sources: allestimates archive

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