Theory of Stochastic Objects: Probability, Stochastic Processes and Inference

Author:   Athanasios Christou Micheas (University of Missouri, Columbia, USA)
Publisher:   Taylor & Francis Ltd
ISBN:  

9781032242880


Pages:   408
Publication Date:   13 December 2021
Format:   Paperback
Availability:   In Print   Availability explained
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Theory of Stochastic Objects: Probability, Stochastic Processes and Inference


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Author:   Athanasios Christou Micheas (University of Missouri, Columbia, USA)
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Weight:   0.453kg
ISBN:  

9781032242880


ISBN 10:   1032242884
Pages:   408
Publication Date:   13 December 2021
Audience:   College/higher education ,  General/trade ,  Tertiary & Higher Education ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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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 is very clear and precise but quite compact, and the author gives essential advice on how to select material for courses at different levels and with different contents, based on many years of experience. Every chapter contains many exercises, some asking for proofs of important theorems, completed with computing and simulation experiments. --Georg Lindgren, Mathematical Statistics, Lund University


Author Information

Athanasios Christou Micheas is Associate Professor of Statistics at the University of Missouri.

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