Applied Statistical Modeling and Data Analytics
Language: English
Published by Elsevier Science Okt 2017, 2017
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 100.55
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Add to basketItem description from seller
Seller Inventory # 9780128032794
- Title
- Applied Statistical Modeling and Data Analytics
- Author
- Srikanta Mishra
- Publisher
- Elsevier Science Okt 2017
- Publication year
- 2017
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 0128032790
- ISBN 13
- 9780128032794
- Item weight
- 520 grams
- Dimensions
- 234x192x15 mm
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 domains
- Written by practitioners for practitioners
- Presents an easy to follow narrative which progresses from simple concepts to more challenging ones
- Includes online resources with software applications and practical examples for the most relevant and popular statistical methods, using data sets from the petroleum geosciences
- Addresses the theory and practice of statistical modeling and data analytics from the perspective of petroleum geoscience applications
"Synopsis" may belong to another edition of this title.
About the Author
Drs. Mishra and Datta-Gupta have published extensively on the topics covered in this book, and have taught short courses at professional society meetings and client locations all over the world.
Dr. Akhil Datta-Gupta is Regents Professor, University Distinguished Professor, and Peterson ‘36 Chair in petroleum engineering at Texas A&M University. He directs the “Model Calibration and Efficient Reservoir Imaging Joint Industry Project carrying out research on statistical modeling, multiphase flow simulation and inverse modeling of reservoir data. Dr. Datta-Gupta joined Texas A&M in 1994 after a brief industry career and was elected to the US National Academy of Engineering in 2012. He holds PhD and MS degrees from University of Texas and a BTech degree from Indian School of Mines – all in petroleum engineering.
Drs. Mishra and Datta-Gupta have published extensively on the topics covered in this book, and have taught short courses at professional society meetings and client locations all over the world.
"About the title" may belong to another edition of this title.
BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
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BuchWeltWeit Ludwig Meier e.K.
Germany
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