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 |
| Reference manual: | allestimates.pdf |
| Vignettes: |
allestimates-vignette |
| 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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