Items related to Theory of Stochastic Objects: Probability, Stochastic...
Theory of Stochastic Objects: Probability, Stochastic Processes and Inference (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover
Synopsis
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-...
About the Author
Athanasios Christou Micheas is Associate Professor of Statistics at the University of Missouri.
Review
"This impressive text presents a wealth of material in probability and statistics, backed with measure theory, topology, and functional analysis. The ambition is to integrate, from the very beginning, probability with statistical ideas, frequentists and Bayesian, to build an understanding of why, and how to construct stochastic models. The target readers are students (and teachers) at masters and PhD level, as well as researchers in probability and statistics. The style...
"About this title" may belong to another edition of this title.
- PublisherChapman and Hall/CRC
- Publication date2018
- ISBN 10 1466515201
- ISBN 13 9781466515208
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages408
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