The xpect function implements probabilistic time series forecasting by combining gradient-boosted regression with conformal inference techniques. It produces predictive distributions with uncertainty estimation, optimizing hyperparameters through Bayesian, coarse-to-fine, or random search methods.

R markdown of diapause emergence data: differences of allopatric and sympatric populations of red and black biotypes of the fall webworm moth