insight: get_response – R documentation

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get_response

Get the values from the response variable

Description

Returns the values the response variable(s) from a model object. If the model is a multivariate response model, a data frame with values from all response variables is returned.

Usage

get_response(x, select = NULL, verbose = TRUE)

Arguments

`x`	A fitted model.
`select`	Optional name(s) of response variables for which to extract values. Can be used in case of regression models with multiple response variables.
`verbose`	Toggle warnings.

Value

The values of the response variable, as vector, or a data frame if x has more than one defined response variable.

Examples

if (require("lme4")) {
  data(cbpp)
  cbpp$trials <- cbpp$size - cbpp$incidence

  m <- glm(cbind(incidence, trials) ~ period, data = cbpp, family = binomial)
  head(get_response(m))
  get_response(m, select = "incidence")
}

data(mtcars)
m <- lm(mpg ~ wt + cyl + vs, data = mtcars)
get_response(m)

insight

Easy Access to Model Information for Various Model Objects

v0.14.0

GPL-3

Authors

Daniel Lüdecke [aut, cre] (<https://orcid.org/0000-0002-8895-3206>, @strengejacke), Dominique Makowski [aut, ctb] (<https://orcid.org/0000-0001-5375-9967>, @Dom_Makowski), Indrajeet Patil [aut, ctb] (<https://orcid.org/0000-0003-1995-6531>, @patilindrajeets), Philip Waggoner [aut, ctb] (<https://orcid.org/0000-0002-7825-7573>), Mattan S. Ben-Shachar [aut, ctb] (<https://orcid.org/0000-0002-4287-4801>), Brenton M. Wiernik [aut] (<https://orcid.org/0000-0001-9560-6336>, @bmwiernik)

Initial release