Extract the values of the model response from an object — response • modeltuner

Extract the values of the model response from an object of class “model”, “multimodel”, “cv” or a fitted model.

Usage

response(object, ...)

# S3 method for model
response(object, ...)

# S3 method for default
response(object, ...)

# S3 method for multimodel
response(object, ...)

# S3 method for cv
response(object, complete = FALSE, ...)

Arguments

object: An object of class “model”, “multimodel” or “cv” or a fitted model.
...: Currently not used.
complete: Logical: If FALSE, the output includes only the observations featuring exactly once in the folds (sorted by their position in the model data); otherwise, it returns the full vector.

Value

A vector containing the values of the model^s response variable.

Details

The default method applies response.model() to model(object, ...).

The method for class “cv” with complete=FALSE returns a vector of the same length as cv_predict.cv(x) and cv_resid.cv(x).

See also

cv_predict (in particular, the examples), predict.model.

Examples

response(lm(mpg ~., mtcars))
#>  [1] 21.0 21.0 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 17.8 16.4 17.3 15.2 10.4
#> [16] 10.4 14.7 32.4 30.4 33.9 21.5 15.5 15.2 13.3 19.2 27.3 26.0 30.4 15.8 19.7
#> [31] 15.0 21.4