Fits all possible covariate adjustment subsets (from kMin to kMax
adjustors) and collects the resulting coefficient estimates, p-values,
and BIC values.
Usage
conductVibration(
base_formula,
dataFrame,
adjustby,
family = c("gaussian", "binomial", "cox"),
kMin = NULL,
kMax = NULL,
print_progress = TRUE,
...
)Arguments
- base_formula
A formula specifying the base model.
- dataFrame
A data frame containing all variables.
- adjustby
A formula or character vector of candidate adjustment variables.
- family
One of
"gaussian","binomial", or"cox".- kMin
Minimum number of adjustors (default 1).
- kMax
Maximum number of adjustors (default
length(adjustby) - 1).- print_progress
Logical; print progress to console.
- ...
Additional arguments passed to
run_model().