[Download] ~ Handbook of Probabilistic Models " by Pijush Samui, Dieu Tien Bui, Subrata Chakraborty & Ravinesh Deo ~ eBook PDF Kindle ePub Free

eBook details

Title: Handbook of Probabilistic Models
Author : Pijush Samui, Dieu Tien Bui, Subrata Chakraborty & Ravinesh Deo
Release Date : January 05, 2019
Genre: Computers,Books,Computers & Internet,Professional & Technical,Engineering,Computer Science,Civil Engineering,Science & Nature,Mathematics,Advanced Mathematics,Programming,Databases,
Pages : * pages
Size : 129304 KB

Description

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

Specific topics covered include minimax probability machine regression, stochastic finite element method, relevance vector machine, logistic regression, Monte Carlo simulations, random matrix, Gaussian process regression, Kalman filter, stochastic optimization, maximum likelihood, Bayesian inference, Bayesian update, kriging, copula-statistical models, and more.
Explains the application of advanced probabilistic models encompassing multidisciplinary researchApplies probabilistic modeling to emerging areas in engineeringProvides an interdisciplinary approach to probabilistic models and their applications, thus solving a wide range of practical problems