Theory of Stochastic Objects Probability Stochastic Processes and Inference | Statistics

Product Description

This book defines and investigates the concept of a random object. To accomplish this task in a natural way it brings together three major areas; statistical inference measure-theoretic probability theory and stochastic processes. This point of view has not been explored by existing textbooks; one would need material on real analysis measure and probability theory as well as stochastic processes - in addition to at least one text on statistics- to capture the detail and depth of material that has gone into this volume.Presents and illustrates ‘random objects’ in different contexts under a unified framework starting with rudimentary results on random variables and random sequences all the wa…