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.
Price: 159 AUD
Location: Hillsdale, NSW
End Time: 2024-11-21T19:59:05.000Z
Shipping Cost: 33.01 AUD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
Returns Accepted: Returns Accepted
Item must be returned within: 60 Days
Return policy details:
EAN: 9780128032794
UPC: 9780128032794
ISBN: 9780128032794
MPN: N/A
Book Title: Applied Statistical Modeling and Data Analytics: A
Item Length: 23.5 cm
Item Height: 235 mm
Item Width: 191 mm
Author: Srikanta Mishra, Akhil Datta-Gupta
Publication Name: Applied Statistical Modeling and Data Analytics: a Practical Guide for the Petroleum Geosciences
Format: Paperback
Language: English
Publisher: Elsevier Science Publishing Co Inc
Subject: Engineering & Technology, Geology
Publication Year: 2017
Type: Textbook
Item Weight: 520 g
Number of Pages: 250 Pages
