get_weights: Get the values from model weights

In insight: Easy Access to Model Information for Various Model Objects

Get the values from model weights

Description

Returns weighting variable of a model.

Usage

get_weights(x, ...)

## Default S3 method:
get_weights(x, na_rm = FALSE, null_as_ones = FALSE, ...)

Arguments

x	A fitted model.
...	Currently not used.
na_rm	Logical, if TRUE, removes possible missing values.
null_as_ones	Logical, if TRUE, will return a vector of 1 if no weights were specified in the model (as if the weights were all set to 1).

Value

The weighting variable, or NULL if no weights were specified. If the weighting variable should also be returned (instead of NULL) when all weights are set to 1 (i.e. no weighting), set null_as_ones = TRUE.

Examples

data(mtcars)
set.seed(123)
mtcars$weight <- rnorm(nrow(mtcars), 1, .3)

# LMs
m <- lm(mpg ~ wt + cyl + vs, data = mtcars, weights = weight)
get_weights(m)

get_weights(lm(mpg ~ wt, data = mtcars), null_as_ones = TRUE)

# GLMs
m <- glm(vs ~ disp + mpg, data = mtcars, weights = weight, family = quasibinomial)
get_weights(m)
m <- glm(cbind(cyl, gear) ~ mpg, data = mtcars, weights = weight, family = binomial)
get_weights(m)

insight documentation built on Nov. 26, 2023, 5:08 p.m.