Applied Statistical Modeling and Data Analytics

Written By Srikanta Mishra
Applied Statistical Modeling and Data Analytics
  • Publsiher : Elsevier
  • Release : 27 October 2017
  • ISBN : 0128032804
  • Pages : 250 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Applied Statistical Modeling and Data Analytics written by Srikanta Mishra which was release on 27 October 2017, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. 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
  • Release Date : 2017-10-27
  • Total pages : 250
  • ISBN : 0128032804
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Summary : 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 ...

New Perspectives in Statistical Modeling and Data Analysis

New Perspectives in Statistical Modeling and Data Analysis
  • Author : Salvatore Ingrassia,Roberto Rocci,Maurizio Vichi
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-06-29
  • Total pages : 587
  • ISBN : 0128032804
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Summary : This volume provides recent research results in data analysis, classification and multivariate statistics and highlights perspectives for new scientific developments within these areas. Particular attention is devoted to methodological issues in clustering, statistical modeling and data mining. The volume also contains significant contributions to a wide range of applications such ...

Multivariate Statistical Modeling and Data Analysis

Multivariate Statistical Modeling and Data Analysis
  • Author : H. Bozdogan,Arjun K. Gupta
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 189
  • ISBN : 0128032804
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Summary : This volume contains the Proceedings of the Advanced Symposium on Multivariate Modeling and Data Analysis held at the 64th Annual Heeting of the Virginia Academy of Sciences (VAS)--American Statistical Association's Vir ginia Chapter at James Madison University in Harrisonburg. Virginia during Hay 15-16. 1986. This symposium was sponsored by financial ...

Statistical Modeling by Wavelets

Statistical Modeling by Wavelets
  • Author : Brani Vidakovic
  • Publisher : John Wiley & Sons
  • Release Date : 2009-09-25
  • Total pages : 408
  • ISBN : 0128032804
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Summary : A comprehensive, step-by-step introduction to wavelets in statistics. What are wavelets? What makes them increasingly indispensable in statistical nonparametrics? Why are they suitable for "time-scale" applications? How are they used to solve such problems as denoising, regression, or density estimation? Where can one find up-to-date information on these newly "discovered" ...

Applied Statistics in Physical Education and Sports

Applied Statistics in Physical Education and Sports
  • Author : Dr. M.R. Dhinu
  • Publisher : Friends Publications (India)
  • Release Date : 2021-04-17
  • Total pages : 163
  • ISBN : 0128032804
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Summary : The book titled Applied Statistics in Physical Education is written on the revised and updated syllabus of M.P.Ed Physical Education. The book covers: UNIT I – Introduction Meaning and Definition of Statistics. Function, need and importance of Statistics. Types of Statistics. Meaning of the terms, Population, Sample, Data, types ...

Advances in Statistical Modeling and Inference

Advances in Statistical Modeling and Inference
  • Author : Vijay Nair
  • Publisher : World Scientific
  • Release Date : 2007
  • Total pages : 673
  • ISBN : 0128032804
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Summary : There have been major developments in the field of statistics over the last quarter century, spurred by the rapid advances in computing and data-measurement technologies. These developments have revolutionized the field and have greatly influenced research directions in theory and methodology. Increased computing power has spawned entirely new areas of ...

Statistical Modeling and Analysis for Complex Data Problems

Statistical Modeling and Analysis for Complex Data Problems
  • Author : Pierre Duchesne,Bruno Rémillard
  • Publisher : Springer Science & Business Media
  • Release Date : 2005-04-12
  • Total pages : 354
  • ISBN : 0128032804
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Summary : STATISTICAL MODELING AND ANALYSIS FOR COMPLEX DATA PROBLEMS treats some of today’s more complex problems and it reflects some of the important research directions in the field. Twenty-nine authors—largely from Montreal’s GERAD Multi-University Research Center and who work in areas of theoretical statistics, applied statistics, probability theory, ...

Applied Sport Business Analytics

Applied Sport Business Analytics
  • Author : Christopher Atwater,Robert E. Baker,Ted Kwartler
  • Publisher : Human Kinetics
  • Release Date : 2022-03-25
  • Total pages : 216
  • ISBN : 0128032804
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Summary : "This book addresses the fundamental use of analytical metrics to inform sport managers, framing sport analytics for practical use within organizations. The book is organized to present the background of sport analytics, why it is useful, selected techniques and tools employed, and its applications in sport organizations. The text guides ...

Handbook of Research on Engineering Business and Healthcare Applications of Data Science and Analytics

Handbook of Research on Engineering  Business  and Healthcare Applications of Data Science and Analytics
  • Author : Patil, Bhushan,Vohra, Manisha
  • Publisher : IGI Global
  • Release Date : 2020-10-23
  • Total pages : 583
  • ISBN : 0128032804
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Summary : Analyzing data sets has continued to be an invaluable application for numerous industries. By combining different algorithms, technologies, and systems used to extract information from data and solve complex problems, various sectors have reached new heights and have changed our world for the better. The Handbook of Research on Engineering, ...

New Developments in Statistical Modeling Inference and Application

New Developments in Statistical Modeling  Inference and Application
  • Author : Zhezhen Jin,Mengling Liu,Xiaolong Luo
  • Publisher : Springer
  • Release Date : 2016-10-28
  • Total pages : 214
  • ISBN : 0128032804
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Summary : The papers in this volume represent the most timely and advanced contributions to the 2014 Joint Applied Statistics Symposium of the International Chinese Statistical Association (ICSA) and the Korean International Statistical Society (KISS), held in Portland, Oregon. The contributions cover new developments in statistical modeling and clinical research: including model development, ...

Mathematical Modelling and Optimization of Engineering Problems

Mathematical Modelling and Optimization of Engineering Problems
  • Author : J. A. Tenreiro Machado,Necati Özdemir,Dumitru Baleanu
  • Publisher : Springer Nature
  • Release Date : 2020-02-12
  • Total pages : 202
  • ISBN : 0128032804
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Summary : This book presents recent developments in modelling and optimization of engineering systems and the use of advanced mathematical methods for solving complex real-world problems. It provides recent theoretical developments and new techniques based on control, optimization theory, mathematical modeling and fractional calculus that can be used to model and understand ...

Statistical Methods for Survival Data Analysis

Statistical Methods for Survival Data Analysis
  • Author : Elisa T. Lee,John Wenyu Wang
  • Publisher : John Wiley & Sons
  • Release Date : 2013-09-23
  • Total pages : 512
  • ISBN : 0128032804
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Summary : Praise for the Third Edition “. . . an easy-to read introduction to survival analysiswhich covers the major concepts and techniques of thesubject.” —Statistics in Medical Research Updated and expanded to reflect the latest developments,Statistical Methods for Survival Data Analysis, FourthEdition continues to deliver a comprehensive introduction tothe most commonly-used methods for ...

Spatial and Spatio Temporal Geostatistical Modeling and Kriging

Spatial and Spatio Temporal Geostatistical Modeling and Kriging
  • Author : José-María Montero,Gema Fernández-Avilés,Jorge Mateu
  • Publisher : John Wiley & Sons
  • Release Date : 2015-08-19
  • Total pages : 400
  • ISBN : 0128032804
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Summary : Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R. This book includes: Methods for ...

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
  • Release Date : 2013-06-26
  • Total pages : 532
  • ISBN : 0128032804
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Summary : This volume includes contributions selected after a double blind review process and presented as a preliminary version at the 45th Meeting of the Italian Statistical Society. The papers provide significant and innovative original contributions and cover a broad range of topics including: statistical theory; methods for time series and spatial ...

Accelerated Life Models

Accelerated Life Models
  • Author : Vilijandas Bagdonavicius,Mikhail Nikulin
  • Publisher : CRC Press
  • Release Date : 2001-11-28
  • Total pages : 360
  • ISBN : 0128032804
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Summary : The authors of this monograph have developed a large and important class of survival analysis models that generalize most of the existing models. In a unified, systematic presentation, this monograph fully details those models and explores areas of accelerated life testing usually only touched upon in the literature. Accelerated Life ...