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Gaussian Random Functions
Language: en
Pages: 347
Authors: M.A. Lifshits
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

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It is well known that the normal distribution is the most pleasant, one can even say, an exemplary object in the probability theory. It combines almost all conc
Probability Distributions Involving Gaussian Random Variables
Language: en
Pages: 218
Authors: Marvin K. Simon
Categories: Mathematics
Type: BOOK - Published: 2007-05-24 - Publisher: Springer Science & Business Media

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This handbook, now available in paperback, brings together a comprehensive collection of mathematical material in one location. It also offers a variety of new
Gaussian Random Processes
Language: en
Pages: 285
Authors: I.A. Ibragimov
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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The book deals mainly with three problems involving Gaussian stationary processes. The first problem consists of clarifying the conditions for mutual absolute c
Gaussian Processes for Machine Learning
Language: en
Pages: 266
Authors: Carl Edward Rasmussen
Categories: Computers
Type: BOOK - Published: 2005-11-23 - Publisher: MIT Press

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A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machi
Zeros of Gaussian Analytic Functions and Determinantal Point Processes
Language: en
Pages: 170
Authors: John Ben Hough
Categories: Mathematics
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Examines in some depth two important classes of point processes, determinantal processes and 'Gaussian zeros', i.e., zeros of random analytic functions with Gau