By Jo Eidsvik,Tapan Mukerji,Debarun Bhattacharjya

ISBN-10: 1107040264

ISBN-13: 9781107040267

collecting the proper and the correct quantity of data is important for any decision-making strategy. This booklet provides a unified framework for assessing the worth of strength information collecting schemes by means of integrating spatial modelling and choice research, with a spotlight on this planet sciences. The authors talk about the price of imperfect as opposed to excellent details, and the worth of overall as opposed to partial details, the place in basic terms subsets of the knowledge are bought. recommendations are illustrated utilizing a set of quantitative instruments from choice research, comparable to choice bushes and impression diagrams, in addition to types for non-stop and discrete based spatial variables, together with Bayesian networks, Markov random fields, Gaussian strategies, and multiple-point geostatistics. detailed in scope, this ebook is of curiosity to scholars, researchers and pros within the Earth and environmental sciences, who use utilized information and determination research concepts, and especially to these operating in petroleum, mining, and environmental geoscience.

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Value of Information in the Earth Sciences: Integrating Spatial Modeling and Decision Analysis by Jo Eidsvik,Tapan Mukerji,Debarun Bhattacharjya


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