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) ), '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().


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install.packages("allestimates")

0.1.6 by Zhiqiang Wang, 2 months ago


Browse source code at https://github.com/cran/allestimates


Authors: Zhiqiang Wang [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports broom, ggplot2, MASS, speedglm, survival, tibble, tidyr, utils, stringr, dplyr

Suggests spelling, knitr, rmarkdown


See at CRAN