Effect Estimates from All Models
Estimates all possible effect estimates using Cox Proportional Hazards...
Estimates all possible effect estimates using glm
Estimates all possible effect estimates using lm
Plot all effect estimates against p values
Draws scatter plot with all effect estimates against AIC
Draws multiple scatter plots of all effect estimates against AIC
Plots all effect estimates against p values with each specific variabl...
Effect estimates from models with all possible combinations of variabl...
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().