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 : /5 from reviews
GET THIS BOOKApplied Statistical Modeling and Data Analytics


Download or read book entitled Applied Statistical Modeling and Data Analytics by author: Srikanta Mishra which was release on 27 October 2017 and published by Elsevier with total page 250 pages . This book available in PDF, EPUB and Kindle Format. 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 ...

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
  • Release Date : 2021-04-24
  • Total pages : 212
  • ISBN : 0128032804
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Summary : The contributions gathered in this book focus on modern methods for statistical learning and modeling in data analysis and present a series of engaging real-world applications. The book covers numerous research topics, ranging from statistical inference and modeling to clustering and factorial methods, from directional data analysis to time series ...

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
  • Release Date : 2021-03-26
  • Total pages : 288
  • ISBN : 0128032804
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Summary : BIG DATA, ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS SET Coordinated by Jacques Janssen Data analysis is a scientific field that continues to grow enormously, most notably over the last few decades, following rapid growth within the tech industry, as well as the wide applicability of computational techniques alongside new advances in ...

Applied Statistical Modeling

Applied Statistical Modeling
  • Author : Salvatore Babones
  • Publisher : SAGE Publications Limited
  • Release Date : 2013-04-04
  • Total pages : 1648
  • ISBN : 0128032804
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Summary : This new four-volume set on Applied Statistical Modeling brings together seminal articles in the field, selected for their exemplification of the specific model type used, their clarity of exposition and their importance to the development of their respective disciplines. The set as a whole is designed to serve as a ...

Statistical Modeling in Biomedical Research

Statistical Modeling in Biomedical Research
  • Author : Yichuan Zhao,Ding-Geng (Din) Chen
  • Publisher : Springer Nature
  • Release Date : 2020-03-19
  • Total pages : 491
  • ISBN : 0128032804
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Summary : This edited collection discusses the emerging topics in statistical modeling for biomedical research. Leading experts in the frontiers of biostatistics and biomedical research discuss the statistical procedures, useful methods, and their novel applications in biostatistics research. Interdisciplinary in scope, the volume as a whole reflects the latest advances in statistical ...

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 : 323
  • 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, ...

Statistical Modelling in Biostatistics and Bioinformatics

Statistical Modelling in Biostatistics and Bioinformatics
  • Author : Gilbert MacKenzie,Defen Peng
  • Publisher : Springer Science & Business Media
  • Release Date : 2014-05-08
  • Total pages : 244
  • ISBN : 0128032804
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Summary : This book presents selected papers on statistical model development related mainly to the fields of Biostatistics and Bioinformatics. The coverage of the material falls squarely into the following categories: (a) Survival analysis and multivariate survival analysis, (b) Time series and longitudinal data analysis, (c) Statistical model development and (d) Applied ...

Statistical Modelling in GLIM

Statistical Modelling in GLIM
  • Author : Murray A. Aitkin,Dorothy Anderson,John Hinde,Brian Francis
  • Publisher : Oxford University Press
  • Release Date : 1989
  • Total pages : 374
  • ISBN : 0128032804
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Summary : The analysis of data by statistical modelling is becoming increasingly important. This book presents both the theory of statistical modelling with generalized linear models and the application of the theory to practical problems using the widely available package GLIM. The authors have takenpains to integrate the theory with many practical ...

Statistical Learning of Complex Data

Statistical Learning of Complex Data
  • Author : Francesca Greselin,Laura Deldossi,Luca Bagnato,Maurizio Vichi
  • Publisher : Springer Nature
  • Release Date : 2019-09-06
  • Total pages : 201
  • ISBN : 0128032804
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Summary : This book of peer-reviewed contributions presents the latest findings in classification, statistical learning, data analysis and related areas, including supervised and unsupervised classification, clustering, statistical analysis of mixed-type data, big data analysis, statistical modeling, graphical models and social networks. It covers both methodological aspects as well as applications to a ...

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 ...

Applied Data Mining for Business and Industry

Applied Data Mining for Business and Industry
  • Author : Paolo Giudici,Silvia Figini
  • Publisher : John Wiley & Sons
  • Release Date : 2009-05-26
  • Total pages : 249
  • ISBN : 0128032804
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Summary : This new edition sees the inclusion of 70% new material, including eight new case studies, that brings this best selling title up to date with the many advances made in the field since its original publication. In the text all the methods described are either computational or of a statistical modelling ...

Applied Data Mining

Applied Data Mining
  • Author : Paolo Giudici
  • Publisher : John Wiley & Sons
  • Release Date : 2005-09-27
  • Total pages : 376
  • ISBN : 0128032804
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Summary : Data mining can be defined as the process of selection, exploration and modelling of large databases, in order to discover models and patterns. The increasing availability of data in the current information society has led to the need for valid tools for its modelling and analysis. Data mining and applied ...

Applied Statistics for the Social and Health Sciences

Applied Statistics for the Social and Health Sciences
  • Author : Rachel A. Gordon
  • Publisher : Routledge
  • Release Date : 2012
  • Total pages : 742
  • ISBN : 0128032804
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Summary : Applied Statistics for the Social and Health Sciences provides graduate students in the social and health sciences with the basic skills that they need to estimate, interpret, present, and publish statistical models using contemporary standards. The book targets the social and health science branches such as human development, public health, ...

Statistics for Data Science and Policy Analysis

Statistics for Data Science and Policy Analysis
  • Author : Azizur Rahman
  • Publisher : Springer Nature
  • Release Date : 2020-03-31
  • Total pages : 386
  • ISBN : 0128032804
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Summary : This book brings together the best contributions of the Applied Statistics and Policy Analysis Conference 2019. Written by leading international experts in the field of statistics, data science and policy evaluation. This book explores the theme of effective policy methods through the use of big data, accurate estimates and modern computing ...

Applied Modeling Techniques and Data Analysis 1

Applied Modeling Techniques and Data Analysis 1
  • Author : Yannis Dimotikalis,Alex Karagrigoriou,Christina Parpoula,Christos H. Skiadas
  • Publisher : John Wiley & Sons
  • Release Date : 2021-05-11
  • Total pages : 304
  • ISBN : 0128032804
GET BOOK

Summary : BIG DATA, ARTIFICIAL INTELLIGENCE AND DATA ANALYSIS SET Coordinated by Jacques Janssen Data analysis is a scientific field that continues to grow enormously, most notably over the last few decades, following rapid growth within the tech industry, as well as the wide applicability of computational techniques alongside new advances in ...