Ebook: Theory of stochastic objects: probability, stochastic processes, and inference
Author: Micheas Athanasios Christou
- Genre: Mathematics // Probability
- Tags: Point processes., Stochastic processes., MATHEMATICS -- Applied., MATHEMATICS -- Probability & Statistics -- General.
- Series: Texts in statistical science
- Year: 2018
- Publisher: CRC Press
- Edition: First edition
- Language: English
- pdf
"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 Read more...
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