Generate Predictions

Generate predictions from a fitted model.

Usage

predict_fit(fitter, fit_result, newdata = NULL, seed = NULL)

Arguments

fitter

An S7 Fitter object

fit_result

A bayesim_fit_result object from fit()

newdata

Data frame with new observations for prediction. If NULL, predictions are generated for the original training data.

seed

Optional integer seed for reproducible predictions

Value

A list containing:

• predicted_mean: Vector of mean predictions (N)

• predicted_samples: Matrix of posterior predictive samples (N x S)

• predicted_sd: Vector of prediction standard deviations (N)

• Additional fitter-specific outputs