Theory of stochastic objects : probability, stochastic processes, and inference /
"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 di...
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| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
[2018]
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| Edition: | First edition. |
| Series: | Texts in statistical science.
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| Online Access: | Connect to the full text of this electronic book |
| 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 |
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| Physical Description: | 1 online resource (xxix, 378 pages) |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781315156705 1315156709 9781466515215 146651521X 9781351631921 1351631926 9781466515222 1466515228 |