Kernel Density Estimation, Regression, Differential Equations, Data Science, Statistics.
by author For each extrapolation, the same model hyperparameters h = 10.0, λ = 0.5 had been used. Though given a priori before fitting the final model, the choice of 15.8 °C in 2040 is not ad-hoc: The extrapolation to 15.8 °C in 2040 is in fact the best prediction in the sense that with this