Ebook: Theory of stochastic objects : probability, stochastic processes, and inference
Author: Micheas Athanasios Christou
- Tags: Point processes, Stochastic processes
- Series: Texts in statistical science
- Year: 2018
- Publisher: CRC Press
- Language: English
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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 toRead more...
Abstract: 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