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Emerging Methods In Predictive Analytics, Hsu


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Цена: 32848.00р.
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Автор: Hsu
Название:  Emerging Methods In Predictive Analytics
ISBN: 9781466650633
Издательство: Mare Nostrum (Eurospan)
Классификация:

ISBN-10: 146665063X
Обложка/Формат: Hardback
Страницы: 367
Вес: 1.32 кг.
Дата издания: 30.06.2014
Серия: Advances in data mining and database management
Язык: English
Иллюстрации: Black & white illustrations
Размер: 279 x 216 x 25
Читательская аудитория: Postgraduate, research & scholarly
Ключевые слова: Open learning, home learning, distance education
Подзаголовок: Risk management and decision-making
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Поставляется из: Англии
Описание: Decision making tools are essential for the successful outcome of any organisation. Recent advances in predictive analytics have aided in identifying particular points of leverage where critical decisions can be made.Emerging Methods in Predictive Analytics: Risk Management and Decision Making provides an interdisciplinary approach to predictive analytics; bringing together the fields of business, statistics and information technology for effective decision making. Managers, business professionals and decision makers in diverse fields will find the applications and cases presented in this text essential in providing new avenues for risk assessment, management and predicting the future outcomes of their decisions.


Analytics for Managers

Автор: Bell
Название: Analytics for Managers
ISBN: 0415622697 ISBN-13(EAN): 9780415622691
Издательство: Taylor&Francis
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Цена: 29093.00 р.
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Описание:

Analytics is one of a number of terms which are used to describe a data-driven more scientific approach to management. Ability in analytics is an essential management skill: knowledge of data and analytics helps the manager to analyze decision situations, prevent problem situations from arising, identify new opportunities, and often enables many millions of dollars to be added to the bottom line for the organization.

The objective of this book is to introduce analytics from the perspective of the general manager of a corporation. Rather than examine the details or attempt an encyclopaedic review of the field, this text emphasizes the strategic role that analytics is playing in globally competitive corporations today.

The chapters of this book are organized in two main parts. The first part introduces a problem area and presents some basic analytical concepts that have been successfully used to address the problem area. The objective of this material is to provide the student, the manager of the future, with a general understanding of the tools and techniques used by the analyst.

Sports Analytics: A Guide for Coaches, Managers, and Other Decision Makers

Автор: Alamar Benjamin C.
Название: Sports Analytics: A Guide for Coaches, Managers, and Other Decision Makers
ISBN: 0231162928 ISBN-13(EAN): 9780231162920
Издательство: Wiley
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Цена: 3168.00 р.
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Описание: A pioneer of sports data analysis synthesizes data-management tools, analytic models, information systems, and strategic decision-making practices to help a variety of organizations improve their game.

SAP Business Analytics

Автор: DuttaRoy
Название: SAP Business Analytics
ISBN: 148421384X ISBN-13(EAN): 9781484213841
Издательство: Springer
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Цена: 4191.00 р.
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Описание: Focus on SAP business analytics business gains, key features, and implementation. The book includes example implementations of SAP business analytics, the challenges faced, and the solutions implemented. SAP Business Analytics explains both the strategy and technical implementation for gathering and analyzing all the information pertaining to an organization.Key features of the book are:A 360-degree view of an organization’s data and the methods to gather and analyze that dataThe strategies that need to be in place to gather relevant data from disparate systemsDetails about the SAP business analytics suite of productsThe technical implementations used to gather data from disparate systems such as ERP and CRM Real business cases as examplesAnalytics is the driving force in today’s business, be it healthcare, marketing, telecommunications, or retail and hence the most vital part of any organization’s strategy. What You'll LearnGain an understanding of business analytics in generalAbsorb the technical details of the SAP business analytics suite of productsDiscover the challenges faced during an enterprise-level analytics project implementationLearn the key points to be kept in mind during the technical implementation of an SAP business analytics projectWho This Book Is ForAnalytics strategists, BI managers, BI architects, business analysts, and BI developers.

Robustness Analysis in Decision Aiding, Optimization, and Analytics

Автор: Doumpos
Название: Robustness Analysis in Decision Aiding, Optimization, and Analytics
ISBN: 3319331191 ISBN-13(EAN): 9783319331195
Издательство: Springer
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Цена: 19564.00 р.
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Описание:

This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies.
Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a “big-data'” era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools.
Handbook of Operations Analytics Using Data Envelopment Analysis

Автор: Hwang
Название: Handbook of Operations Analytics Using Data Envelopment Analysis
ISBN: 1489977031 ISBN-13(EAN): 9781489977038
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This handbook focuses on Data Envelopment Analysis (DEA) applications in operations analytics which are fundamental tools and techniques for improving operation functions and attaining long-term competitiveness. In fact, the handbook demonstrates that DEA can be viewed as Data Envelopment Analytics.Chapters include a review of cross-efficiency evaluation; a case study on measuring the environmental performance of OECS countries; how to select a set of performance metrics in DEA with an application to American banks; a relational network model to take the operations of individual periods into account in measuring efficiencies; how the efficient frontier methods DEA and stochastic frontier analysis (SFA) can be used synergistically; and how to integrate DEA and multidimensional scaling.In other chapters, authors construct a dynamic three-stage network DEA model; a bootstrapping based methodology to evaluate returns to scale and convexity assumptions in DEA; hybridizing DEA and cooperative games; using DEA to represent the production technology and directional distance functions to measure band performance; an input-specific Luenberger energy and environmental productivity indicator; and the issue of reference set by differentiating between the uniquely found reference set and the unary and maximal types of the reference set.Finally, additional chapters evaluate and compare the technological advancement observed in different hybrid electric vehicles (HEV) market segments over the past 15 years; radial measurement of efficiency for the production process possessing multi-components under different production technologies; issues around the use of accounting information in DEA; how to use DEA environmental assessment to establish corporate sustainability; a summary of research efforts on DEA environmental assessment applied to energy in the last 30 years; and an overview of DEA and how it can be utilized alone and with other techniques to investigate corporate environmental sustainability questions.


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