model_utils: Utility functions for generating model predictions

In jtools: Analysis and Presentation of Social Scientific Data

Utility functions for generating model predictions

Description

These functions get information and data from regression models.

Usage

get_offset_name(model)

get_weights(model, data)

get_data(model, formula = NULL, warn = TRUE, ...)

get_response_name(model, ...)

Arguments

model	The model (e.g., lm, glm, merMod, svyglm)
data	For get_weights(), the data used to fit the model.
formula	The formula for model, if desired. Otherwise get_formula() is called.
warn	For get_data(), should there be a warning when model.frame() won't work because of variable transformations? Default is TRUE but this may not be desired when get_data() is used inside of another function or used multiple times.
...	Arguments passed to get_formula()

Value

• get_data(): The data used to fit the model.

• get_response_name(): The name of the response variable.

• get_offset_name(): The name of the offset variable.

• get_weights(): A list with weights_name, the name of the weighting variable, and weights, the weights themselves (or all 1 when there are no weights).

jtools documentation built on July 26, 2023, 5:45 p.m.