Key Features:A rigorous stochastic modeling of weather factors like temperature, wind and rain based on continuous-time autoregressive processes and Lévy processesPricing of weather derivatives like futures and options based on modern mathematical finance theoryThis book is unique in combining...

We introduce a dynamical model for the time evolution of probability density functions incorporating uncertainty in the parameters. The uncertainty follows stochastic processes, thereby defining a new class of stochastic processes with values in the space of probability densities. The purpose is...