Value of Information in the Earth Sciences
By:Jo Eidsvik,Tapan Mukerji,Debarun Bhattacharjya
Published on 2015-11-19 by Cambridge University Press
Gathering the right kind and the right amount of information is crucial for any decision-making process. This book presents a unified framework for assessing the value of potential data gathering schemes by integrating spatial modelling and decision analysis, with a focus on the Earth sciences. The authors discuss the value of imperfect versus perfect information, and the value of total versus partial information, where only subsets of the data are acquired. Concepts are illustrated using a suite of quantitative tools from decision analysis, such as decision trees and influence diagrams, as well as models for continuous and discrete dependent spatial variables, including Bayesian networks, Markov random fields, Gaussian processes, and multiple-point geostatistics. Unique in scope, this book is of interest to students, researchers and industry professionals in the Earth and environmental sciences, who use applied statistics and decision analysis techniques, and particularly to those working in petroleum, mining, and environmental geoscience.
This Book was ranked at 19 by Google Books for keyword simulating the earth.
Book ID of Value of Information in the Earth Sciences's Books is vy7uCgAAQBAJ, Book which was written byJo Eidsvik,Tapan Mukerji,Debarun Bhattacharjyahave ETAG "0MNpeFHyNA4"
Book which was published by Cambridge University Press since 2015-11-19 have ISBNs, ISBN 13 Code is 9781316432129 and ISBN 10 Code is 1316432122
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