Posted by **Sigha** at May 31, 2020

Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 48000 Hz, 2ch | Size: 262 MB

Genre: eLearning Video | Duration: 11 lectures (54 mins) | Language: English

Acquire a powerful probabilistic modelling tool for modern machine learning, with fundamentals and application in Python.

Posted by **AvaxGenius** at Sept. 14, 2020

English | PDF | 2000 | 252 Pages | ISBN : 1461270677 | 14.94 MB

Much of this book is concerned with autoregressive and moving av erage linear stationary sequences and random fields. These models are part of the classical literature in time series analysis, particularly in the Gaussian case.

Posted by **DZ123** at Nov. 5, 2019

English | 2011 | ISBN: 1439837732 | PDF | pages: 214 | 2.1 mb

Posted by **DZ123** at Nov. 26, 2019

English | 2015 | ISBN: 3319210203 | PDF | pages: 281 | 5.0 mb

Posted by **AvaxGenius** at Nov. 21, 2017

English | PDF,EPUB | 2017 | 231 Pages | ISBN : 9811063303 | 10.96 MB

The author investigates athermal fluctuation from the viewpoints of statistical mechanics in this thesis. Stochastic methods are theoretically very powerful in describing fluctuation of thermodynamic quantities in small systems on the level of a single trajectory and have been recently developed on the basis of stochastic thermodynamics. This thesis proposes, for the first time, a systematic framework to describe athermal fluctuation, developing stochastic thermodynamics for non-Gaussian processes, while thermal fluctuations are mainly addressed from the viewpoint of Gaussian stochastic processes in most of the conventional studies.

Posted by **step778** at July 23, 2018

2007 | pages: 339 | ISBN: 0470015233 | PDF | 2,1 mb

Posted by **insetes** at July 27, 2018

2012 | 122 Pages | ISBN: 3037191090 | PDF | 2 MB

Posted by **AvaxGenius** at Sept. 29, 2019

English | PDF | 2010 | 298 Pages | ISBN : 3642033040 | 4.85 MB

For the first time in 200 years Generalized Gaussian Error Calculus addresses a rigorous, complete and self-consistent revision of the Gaussian error calculus. Since experimentalists realized that measurements in general are burdened by unknown systematic errors, the classical, widespread used evaluation procedures scrutinizing the consequences of random errors alone turned out to be obsolete. As a matter of course, the error calculus to-be, treating random and unknown systematic errors side by side, should ensure the consistency and traceability of physical units, physical constants and physical quantities at large.

Posted by **roxul** at Dec. 28, 2019

English | ISBN: 1786302675 | 2020 | 272 pages | PDF | 3 MB

Posted by **AvaxGenius** at Aug. 25, 2019

English | EPUB | 2018 | 115 Pages | ISBN : 3319950398 | 9.54 MB

This monograph develops the Gaussian functional capacity theory with applications to restricting the Gaussian Campanato/Sobolev/BV space. Included in the text is a new geometric characterization of the Gaussian 1-capacity and the Gaussian Poincare 1-inequality. Applications to function spaces and geometric measures are also presented. This book will be of use to researchers who specialize in potential theory, elliptic differential equations, functional analysis, probability, and geometric measure theory.