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Book Cover
E-book
Author Micheas, Athanasios Christou, author.

Title Theory of stochastic objects : probability, stochastic processes, and inference / Athanasios Christou Micheas, Department of Statistics, University of Missouri, USA
Edition First edition
Published Boca Raton, FL : CRC Press, [2018]
©2018

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Description 1 online resource (xxix, 378 pages)
Series Chapman & Hall/CRC Texts in Statistical Science
Texts in statistical science.
Contents Rudimentary models and simulation methods -- Statistical inference -- Measure and integration theory -- Probability theory -- Convergence of random objects -- Random sequences -- Stochastic processes
Summary "This book introduces the theory of point processes and random objects. It begins by providing necessary background on inference, probability, measure theory, and stochastic processes. It then covers point process theory, including marked and spatio-temporal point processes. Lastly, the text discusses random objects and shape analysis. Written at the graduate level, this book presents the material in a concise and intuitive way, with many simulations, sample computations, and figures to illustrate the theory."--Provided by publisher
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Point processes.
Stochastic processes.
Stochastic Processes
MATHEMATICS -- Applied.
MATHEMATICS -- Probability & Statistics -- General.
Point processes
Stochastic processes
Form Electronic book
ISBN 9781315156705
1315156709
9781466515215
146651521X
9781351631921
1351631926
9781466515222
1466515228