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Predict method for a QRN_seq fitted object

Usage

# S3 method for QRN_seq
predict(object, ...)

Arguments

object

Fitted "QRN_seq" object.

...

Arguments passed on to QRN_seq_predict

X

Matrix of covariates to predict the corresponding response's conditional quantiles.

Y

Response variable vector corresponding to the rows of X.

q_level

Optional, checks that q_level == fit_qrn_ts$interm_lvl.

crop_predictions

Whether to crop out the fist seq_len observations (which are NA) from the returned matrix.

device

(optional) A torch::torch_device(). Defaults to default_device().

Value

Matrix of size nrow(X) times 1

(or nrow(X)-seq_len times 1 if crop_predictions) containing the conditional quantile estimates of the corresponding response observations.

Details

See QRN_seq_predict() for more details.