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Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences

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Description:Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences provides a practical guide to many of the classical and modern statistical techniques that have become established for oil and gas professionals in recent years. It serves as a "how to" reference volume for the practicing petroleum engineer or geoscientist interested in applying statistical methods in formation evaluation, reservoir characterization, reservoir modeling and management, and uncertainty quantification.Beginning with a foundational discussion of exploratory data analysis, probability distributions and linear regression modeling, the book focuses on fundamentals and practical examples of such key topics as multivariate analysis, uncertainty quantification, data-driven modeling, and experimental design and response surface analysis. Data sets from the petroleum geosciences are extensively used to demonstrate the applicability of these techniques. The book will also be useful for professionals dealing with subsurface flow problems in hydrogeology, geologic carbon sequestration, and nuclear waste disposal.Authored by internationally renowned experts in developing and applying statistical methods for oil & gas and other subsurface problem domainsWritten by practitioners for practitionersPresents an easy to follow narrative which progresses from simple concepts to more challenging onesIncludes online resources with software applications and practical examples for the most relevant and popular statistical methods, using data sets from the petroleum geosciencesAddresses the theory and practice of statistical modeling and data analytics from the perspective of petroleum geoscience applicationsWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences. To get started finding Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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ISBN: 0128032804

Description: Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences provides a practical guide to many of the classical and modern statistical techniques that have become established for oil and gas professionals in recent years. It serves as a "how to" reference volume for the practicing petroleum engineer or geoscientist interested in applying statistical methods in formation evaluation, reservoir characterization, reservoir modeling and management, and uncertainty quantification.Beginning with a foundational discussion of exploratory data analysis, probability distributions and linear regression modeling, the book focuses on fundamentals and practical examples of such key topics as multivariate analysis, uncertainty quantification, data-driven modeling, and experimental design and response surface analysis. Data sets from the petroleum geosciences are extensively used to demonstrate the applicability of these techniques. The book will also be useful for professionals dealing with subsurface flow problems in hydrogeology, geologic carbon sequestration, and nuclear waste disposal.Authored by internationally renowned experts in developing and applying statistical methods for oil & gas and other subsurface problem domainsWritten by practitioners for practitionersPresents an easy to follow narrative which progresses from simple concepts to more challenging onesIncludes online resources with software applications and practical examples for the most relevant and popular statistical methods, using data sets from the petroleum geosciencesAddresses the theory and practice of statistical modeling and data analytics from the perspective of petroleum geoscience applicationsWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences. To get started finding Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences

Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences

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