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 all_speedglm(), and Cox proportional hazards regression: all_cox().

Version: 0.1.9
Depends: R (≥ 2.10)
Imports: broom, ggplot2, speedglm, survival, tidyr, utils, stringr, dplyr
Suggests: spelling, knitr, rmarkdown
Published: 2020-09-29
Author: Zhiqiang Wang [aut, cre]
Maintainer: Zhiqiang Wang <zhiqiang.wang at menzies.edu.au>
License: GPL-2
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: allestimates results

Downloads:

Reference manual: allestimates.pdf
Vignettes: allestimates-vignette
Package source: allestimates_0.1.9.tar.gz
Windows binaries: r-devel: allestimates_0.1.9.zip, r-release: allestimates_0.1.9.zip, r-oldrel: allestimates_0.1.9.zip
macOS binaries: r-release: allestimates_0.1.9.tgz, r-oldrel: allestimates_0.1.9.tgz
Old sources: allestimates archive

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