Theory of stochastic objects: probability, stochastic processes, and inference
Micheas, Athanasios Christou
"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.
Abstract: "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
Abstract: "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
Categories:
Year:
2018
Edition:
First edition
Publisher:
CRC Press
Language:
english
Pages:
378
ISBN 10:
146651521X
ISBN 13:
9781466515222
Series:
Texts in statistical science
File:
PDF, 2.81 MB
IPFS:
,
english, 2018