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().
Package details |
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Author | Zhiqiang Wang [aut, cre] |
Maintainer | Zhiqiang Wang <menzies.uq@gmail.com> |
License | GPL-2 |
Version | 0.2.3 |
Package repository | View on CRAN |
Installation |
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