Applied Statistical Modeling and Data Analytics - 9780128032794

Applied Statistical Modeling and Data AnalyticsA Practical Guide for the Petroleum Geosciences\nAuthor(s): Srikanta Mishra, Akhil Datta-Gupta\nFormat: Paperback\nPublisher: Elsevier Science Publishing Co Inc, United States\nImprint: Elsevier Science Publishing Co Inc\nISBN-13: 9780128032794, 978-0128032794\nSynopsis\nApplied 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 fundamenta.