allestimates

Effect Estimates from All Models

CRAN Package

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' (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().

  • Version0.2.3
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Languageen-US
  • Last release03/26/2023

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  • Imports6 packages
  • Suggests3 packages