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Lectures on Gaussian Processes
Mikhail A. Lifshits
€ 94.57
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Description for Lectures on Gaussian Processes
Paperback. Series: SpringerBriefs in Mathematics. Num Pages: 131 pages, biography. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 7. Weight in Grams: 213.
Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical domains such as Statistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The objective of these Briefs is to present a quick and condensed treatment of the core theory that a reader must understand in order to make his own independent contributions. The primary intended readership are PhD/Masters students and researchers working in pure or applied mathematics. The first chapters introduce essentials of the classical ... Read more
Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. Their theory presents a powerful range of tools for probabilistic modelling in various academic and technical domains such as Statistics, Forecasting, Finance, Information Transmission, Machine Learning - to mention just a few. The objective of these Briefs is to present a quick and condensed treatment of the core theory that a reader must understand in order to make his own independent contributions. The primary intended readership are PhD/Masters students and researchers working in pure or applied mathematics. The first chapters introduce essentials of the classical ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
131
Condition
New
Series
SpringerBriefs in Mathematics
Number of Pages
121
Place of Publication
Berlin, Germany
ISBN
9783642249389
SKU
V9783642249389
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Lectures on Gaussian Processes
From the reviews: “This is a book on the modern theory of Gaussian processes. … I would like to recommend this book to anyone interested in the most recent developments regarding Gaussian processes and wanting to learn them from one of the best specialists in the field.” (Ivan Nourdin, Mathematical Reviews, December, 2013)