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Handbook of Probabilistic Models eBook

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Download Handbook of Probabilistic Models eBook written by Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh Deo in PDF format. This book is under the category Engineering and bearing the isbn/isbn13 number 128165146/9780128165140. You may reffer the table below for additional details of the book. We do NOT provide access codes, we provide eBooks ONLY. Instant access will be granted as soon as you complete the payment.

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Specifications

book-author

Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh Deo

publisher

Butterworth-Heinemann

file-type

PDF

pages

590 pages

language

English

asin

B07YWVZXSP

isbn10

128165146

isbn13

9780128165140


Book Description

Handbook of Probabilistic Models (PDF) carefully examines the application of advanced probabilistic models in conventional engineering fields. In this comprehensive handbook; researchers; practitioners; and scientists will find detailed applications of the proposed methods; explanations of technical concepts; and the respective scientific approaches needed to solve the problem. This ebook provides an interdisciplinary approach that creates advanced probabilistic models for engineering fields; ranging from conventional fields of civil engineering and mechanical engineering electrical; earth sciences; to electronics; agriculture; climate; mathematical sciences; water resource; and computer sciences.

Specific topics covered include minimax probability machine regression; relevance vector machine; stochastic finite element method; Monte Carlo simulations; random matrix; logistic regression; Kalman filter; stochastic optimization; maximum likelihood; Gaussian process regression; Bayesian update; Bayesian inference; copula-statistical models; kriging; and more.

 

 

    • Applies probabilistic modeling to emerging areas in engineering

 

    • Explains the application of advanced probabilistic models encompassing multidisciplinary research

 

    • Provides an interdisciplinary approach to probabilistic models and their applications; thus solving a wide range of practical problems

 

 

NOTE: This only includes the ebook Handbook of Probabilistic Models in PDF.

 

book-author

Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh Deo

publisher

Butterworth-Heinemann

file-type

PDF

pages

590 pages

language

English

asin

B07YWVZXSP

isbn10

128165146

isbn13

9780128165140

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