Infer response from a fitted model — mrm

This function infers the response from a fitted model object.

Usage

mrm_infer(
  mrm,
  xrange = NULL,
  length.out = 1000,
  scaled = TRUE,
  cost_per_unit = 1,
  response_rate = 1
)

mrm: A fitted model object.
xrange: A numeric vector of length 2 specifying the range of x values for prediction. Default is NULL, which uses the range of x in the data.
length.out: An integer specifying the number of points to predict. Default is 1000.
scaled: A logical indicating whether the model was fitted on scaled data. Default is TRUE.
cost_per_unit: A numeric value specifying the cost per unit of the independent variable. Default is 1.0.
response_rate: A numeric value specifying the response rate to be used in return calculations. Default is 1.0.

A data frame containing the predicted response values and the model response.

The function infers the response from the fitted model object and returns a data frame with the predicted response values and the model response.