accept: A flexible version of ACCEPT 2.0 model, which imputes...

In resplab/accept: The Acute COPD Exacerbation Prediction Tool (ACCEPT)

A flexible version of ACCEPT 2.0 model, which imputes predictors using MICE approach.

Description

A flexible version of ACCEPT 2.0 model, which imputes predictors using MICE approach.

Usage

accept(
  newdata,
  format = "tibble",
  version = "flexccept",
  prediction_interval = FALSE,
  return_predictors = FALSE,
  ...
)

Arguments

newdata	new patient data with missing values to be imputed before prediction with the same format as accept samplePatients.
format	default is "tibble". Can also be set to "json".
version	indicates which version of ACCEPT needs to be called.
prediction_interval	default is FALSE. If set to TRUE, returns prediction intervals of the predictions.
return_predictors	default is FALSE. IF set to TRUE, returns the predictors along with prediction results.
...	for other versions of accept.

Value

patientData with prediction.

Examples

results <- accept(newdata = samplePatients)

resplab/accept documentation built on July 5, 2023, 2:25 p.m.