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
In views:	CausalInference
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:

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