fit_model_g {mmiCATs} | R Documentation |
Fit a Generalized Linear Model with Robust Estimation
Description
This function fits a generalized linear model using robust estimation methods. It allows the use of either the 'robust' or 'robustbase' packages for fitting the model.
Usage
fit_model_g(engine, formula, data, family, method, ...)
Arguments
engine |
A character string specifying the engine to be used for model fitting. Must be either "robust" or "robustbase". |
formula |
An object of class formula (or one that can be coerced to that class): a symbolic description of the model to be fitted. |
data |
A dataframe containing the variables in the model. |
family |
A description of the error distribution and link function to be used in the model (See stats::family for details of family functions). |
method |
Fitting method to be used. Can vary depending on the selected engine. |
... |
Additional arguments to be passed to the underlying fitting function. |
Value
A fitted model
[Package mmiCATs version 0.2.0 Index]