Applied Statistical Modeling and Data Analytics

  • Author : Srikanta Mishra
  • Publsiher : Elsevier
  • Release : 27 October 2017
  • ISBN : 9780128032800
  • Page : 250 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Applied Statistical Modeling and Data Analytics written by Srikanta Mishra and published by Elsevier. This book was released on 27 October 2017 with total page 250 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : 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

Applied Statistical Modeling and Data Analytics

Applied Statistical Modeling and Data Analytics
Author: Srikanta Mishra,Akhil Datta-Gupta
Publisher: Elsevier
Relase: 2017-10-27
ISBN: 9780128032800
GET BOOK

Statistical Learning and Modeling in Data Analysis

Statistical Learning and Modeling in Data Analysis
Author: Simona Balzano,Giovanni C. Porzio,Renato Salvatore,Domenico Vistocco,Maurizio Vichi
Publisher: Springer
Relase: 2021-04-24
ISBN: 3030699439
GET BOOK

Applied Modeling Techniques and Data Analysis 2

Applied Modeling Techniques and Data Analysis 2
Author: Yannis Dimotikalis,Alex Karagrigoriou,Christina Parpoula,Christos H. Skiadas
Publisher: John Wiley & Sons
Relase: 2021-03-26
ISBN: 9781119821632
GET BOOK

Applied Statistical Modeling

Applied Statistical Modeling
Author: Salvatore Babones
Publisher: SAGE Publications Limited
Relase: 2013-04-04
ISBN: 1446208397
GET BOOK

Statistical Modeling in Biomedical Research

Statistical Modeling in Biomedical Research
Author: Yichuan Zhao,Ding-Geng (Din) Chen
Publisher: Springer Nature
Relase: 2020-03-19
ISBN: 9783030334161
GET BOOK

Statistical Modeling and Analysis for Complex Data Problems

Statistical Modeling and Analysis for Complex Data Problems
Author: Pierre Duchesne,Bruno RĂ©millard
Publisher: Springer Science & Business Media
Relase: 2005-04-12
ISBN: 0387245545
GET BOOK

Statistical Modelling in GLIM

Statistical Modelling in GLIM
Author: Murray A. Aitkin,Dorothy Anderson,John Hinde,Brian Francis
Publisher: Oxford University Press
Relase: 1989
ISBN: 0198522037
GET BOOK

Statistical Modelling in Biostatistics and Bioinformatics

Statistical Modelling in Biostatistics and Bioinformatics
Author: Gilbert MacKenzie,Defen Peng
Publisher: Springer Science & Business Media
Relase: 2014-05-08
ISBN: 9783319045795
GET BOOK

Statistical Learning of Complex Data

Statistical Learning of Complex Data
Author: Francesca Greselin,Laura Deldossi,Luca Bagnato,Maurizio Vichi
Publisher: Springer Nature
Relase: 2019-09-06
ISBN: 9783030211400
GET BOOK

Advances in Theoretical and Applied Statistics

Advances in Theoretical and Applied Statistics
Author: Nicola Torelli,Fortunato Pesarin,Avner Bar-Hen
Publisher: Springer Science & Business Media
Relase: 2013-06-26
ISBN: 9783642355882
GET BOOK

Applied Data Mining

Applied Data Mining
Author: Paolo Giudici
Publisher: John Wiley & Sons
Relase: 2005-09-27
ISBN: 9780470871393
GET BOOK

Statistical Modelling in GLIM 4

Statistical Modelling in GLIM 4
Author: Murray A. Aitkin,Murray Aitkin,Brian Francis,John Hinde
Publisher: OUP Oxford
Relase: 2005
ISBN: 0198524137
GET BOOK

Applied Statistics for the Social and Health Sciences

Applied Statistics for the Social and Health Sciences
Author: Rachel A. Gordon
Publisher: Routledge
Relase: 2012
ISBN: 9780415875363
GET BOOK

Modern Applied Statistics with S

Modern Applied Statistics with S
Author: W.N. Venables,B.D. Ripley
Publisher: Springer Science & Business Media
Relase: 2013-03-09
ISBN: 9780387217062
GET BOOK

Modeling Longitudinal Data

Modeling Longitudinal Data
Author: Robert E. Weiss
Publisher: Springer Science & Business Media
Relase: 2006-12-06
ISBN: 9780387283142
GET BOOK