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 |
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