all_speedglm {allestimates} | R Documentation |
speedglm
This is a faster alternative to all_glm
. all_speedglm
estimates odds ratios or rate ratios using generalized linear
models (speedglm
) with all possible combinations of a list of variables
(potential confounding factors) specified in xlist
argument.
all_speedglm(crude, xlist, data, family = binomial(), na_omit = TRUE, ...)
crude |
An object of formula for initial model, generally crude model. However, any other variables can also be included here as the initial model. |
xlist |
A vector of characters with variable names to be included in as potential confounding factors. |
data |
Data frame. |
family |
Description of the error distribution. Default is |
na_omit |
Remove all missing values. Default is |
... |
Further optional arguments. |
A list of all effect estimates.
speedglm
vlist <- c("Age", "Sex", "Married", "Cancer", "CVD", "Education") results <- all_speedglm(crude = "Endpoint ~ Diabetes", xlist = vlist, data = diab_df) results$estimate all_plot(results)