predict.copulaboost {copulaboost} | R Documentation |
Function that computes predictions for a copulaboost model.
## S3 method for class 'copulaboost'
predict(
object,
new_x = NULL,
verbose = FALSE,
all_parts = FALSE,
impute_na = TRUE,
...
)
object |
A copulaboost model object returned from the copulaboost function. |
new_x |
A matrix of covariate values to compute predictions for. If new_x is not provided, the function will return predictions for the data used for fitting the model. |
verbose |
A logical indicator of whether a progressbar should be shown in the terminal. |
all_parts |
A logical indicator of whether predictions for the k first components for k = 1, ..., n_models should be returned as a matrix. If all_parts = FALSE, only the prediction with all of the model components is returned. |
impute_na |
A logical indicator of whether any potential NA values from any of the predictions from each component should be replaced by the median prediction for that component. |
... |
further arguments passed to or from other methods. |
If all_parts=FALSE this function will return a list of predictions for each row of new_x (if specified, otherwise predictions for the training data will be returned). If all_parts=TRUE a matrix will be returned, where the j-th column contains predictions using the j first model components.