Quantifying Uncertainty with a Derivative Tracking SDE Model and Application to Wind Power Forecast Data

Renzo Caballero, Ahmed Kebaier, Marco Scavino +1

We develop a data-driven methodology based on parametric Itô's Stochastic Differential Equations (SDEs) to capture the real asymmetric dynamics of forecast errors. Our SDE framewor…