Applied Statistical Modeling And Data Analytics: A Practical Guide For The Petroleum Geosciences 1st Edition Srikanta Mishra – eBook PDF

Applied Statistical Modeling And Data Analytics: A Practical Guide For The Petroleum Geosciences – Ebook PDF Instant Delivery – ISBN(s): 9780128032794,0128032790

Product details:

• ISBN-10 ‏ : ‎ 9780128032794
• ISBN-13 ‏ : ‎ 978-0128032794
• Author: Srikanta Mishra, Akhil Datta-Gupta 

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.

Table contents:

1. Basic Concepts

2. Exploratory Data Analysis

3. Distributions and Models Thereof

4. Regression Modeling and Analysis

5. Multivariate Data Analysis

6. Uncertainty Quantification

7. Experimental Design and Response Surface Analysis

8. Data-Driven Modeling

9. Concluding Remarks

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