Business Analytics Principles, Concepts, and Applications with SAS

Business Analytics Principles, Concepts, and Applications with SAS PDF

Author: Marc J. Schniederjans

Publisher: Pearson Education

Published: 2014-10-07

Total Pages: 353

ISBN-13: 0133989402

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Responding to a shortage of effective content for teaching business analytics, this text offers a complete, integrated package of knowledge for newcomers to the subject. The authors present an up-to-date view of what business analytics is, why it is so valuable, and most importantly, how it is used. They combine essential conceptual content with clear explanations of the tools, techniques, and methodologies actually used to implement modern business analytics initiatives. Business Analytics Principles, Concepts, and Applications with SAS offers a proven step-wise approach to designing an analytics program, and successfully integrating it into your organization, so it effectively provides intelligence for competitive advantage in decision making. Using step-by-step examples, the authors identify common challenges that can be addressed by business analytics, illustrate each type of analytics (descriptive, prescriptive, and predictive), and guide users in undertaking their own projects. Illustrating the real-world use of statistical, information systems, and management science methodologies, these examples help readers successfully apply the methods they are learning. Unlike most competitive guides, Business Analytics Principles, Concepts, and Applications with SAS demonstrates the use of SAS software, permitting instructors to spend less time teaching software and more time focusing on business analytics itself.

Business Analytics Principles, Concepts, and Applications

Business Analytics Principles, Concepts, and Applications PDF

Author: Marc J. Schniederjans

Publisher: Pearson Education

Published: 2014-04-23

Total Pages: 369

ISBN-13: 0133552241

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Learn everything you need to know to start using business analytics and integrating it throughout your organization. Business Analytics Principles, Concepts, and Applications brings together a complete, integrated package of knowledge for newcomers to the subject. The authors present an up-to-date view of what business analytics is, why it is so valuable, and most importantly, how it is used. They combine essential conceptual content with clear explanations of the tools, techniques, and methodologies actually used to implement modern business analytics initiatives. They offer a proven step-wise approach to designing an analytics program, and successfully integrating it into your organization, so it effectively provides intelligence for competitive advantage in decision making. Using step-by-step examples, the authors identify common challenges that can be addressed by business analytics, illustrate each type of analytics (descriptive, prescriptive, and predictive), and guide users in undertaking their own projects. Illustrating the real-world use of statistical, information systems, and management science methodologies, these examples help readers successfully apply the methods they are learning. Unlike most competitive guides, this text demonstrates the use of IBM's menu-based SPSS software, permitting instructors to spend less time teaching software and more time focusing on business analytics itself. A valuable resource for all beginning-to-intermediate-level business analysts and business analytics managers; for MBA/Masters' degree students in the field; and for advanced undergraduates majoring in statistics, applied mathematics, or engineering/operations research.

Applying Business Intelligence Initiatives in Healthcare and Organizational Settings

Applying Business Intelligence Initiatives in Healthcare and Organizational Settings PDF

Author: Miah, Shah J.

Publisher: IGI Global

Published: 2018-07-13

Total Pages: 384

ISBN-13: 1522557199

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Data analysis is an important part of modern business administration, as efficient compilation of information allows managers and business leaders to make the best decisions for the financial solvency of their organizations. Understanding the use of analytics, reporting, and data mining in everyday business environments is imperative to the success of modern businesses. Applying Business Intelligence Initiatives in Healthcare and Organizational Settings incorporates emerging concepts, methods, models, and relevant applications of business intelligence systems within problem contexts of healthcare and other organizational boundaries. Featuring coverage on a broad range of topics such as rise of embedded analytics, competitive advantage, and strategic capability, this book is ideally designed for business analysts, investors, corporate managers, and entrepreneurs seeking to advance their understanding and practice of business intelligence.

Fundamentals of Business Intelligence

Fundamentals of Business Intelligence PDF

Author: Wilfried Grossmann

Publisher: Springer

Published: 2015-06-02

Total Pages: 361

ISBN-13: 3662465310

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This book presents a comprehensive and systematic introduction to transforming process-oriented data into information about the underlying business process, which is essential for all kinds of decision-making. To that end, the authors develop step-by-step models and analytical tools for obtaining high-quality data structured in such a way that complex analytical tools can be applied. The main emphasis is on process mining and data mining techniques and the combination of these methods for process-oriented data. After a general introduction to the business intelligence (BI) process and its constituent tasks in chapter 1, chapter 2 discusses different approaches to modeling in BI applications. Chapter 3 is an overview and provides details of data provisioning, including a section on big data. Chapter 4 tackles data description, visualization, and reporting. Chapter 5 introduces data mining techniques for cross-sectional data. Different techniques for the analysis of temporal data are then detailed in Chapter 6. Subsequently, chapter 7 explains techniques for the analysis of process data, followed by the introduction of analysis techniques for multiple BI perspectives in chapter 8. The book closes with a summary and discussion in chapter 9. Throughout the book, (mostly open source) tools are recommended, described and applied; a more detailed survey on tools can be found in the appendix, and a detailed code for the solutions together with instructions on how to install the software used can be found on the accompanying website. Also, all concepts presented are illustrated and selected examples and exercises are provided. The book is suitable for graduate students in computer science, and the dedicated website with examples and solutions makes the book ideal as a textbook for a first course in business intelligence in computer science or business information systems. Additionally, practitioners and industrial developers who are interested in the concepts behind business intelligence will benefit from the clear explanations and many examples.

Post-Keynesian Empirical Research and the Debate on Financial Market Development

Post-Keynesian Empirical Research and the Debate on Financial Market Development PDF

Author: Chaiechi, Taha

Publisher: IGI Global

Published: 2014-04-30

Total Pages: 353

ISBN-13: 1466660198

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Current research often highlights the importance of financial markets as well as financial system development. However, the current literature in this field still fails to adequately explain the relationship between financial market and macroeconomic development. Post-Keynesian Empirical Research and the Debate on Financial Market Development integrates the concept of financial intermediaries with Post-Keynesian macroeconomic modeling to discuss the relationship between financial markets and systems and macroeconomic development. Discussing key macroeconomic variables such as investment, savings, and productivity growth, this timely resource is essential for students, academicians, as well as finance and economics professionals interested in uncovering the latest research in this field.

Developing Business Strategies and Identifying Risk Factors in Modern Organizations

Developing Business Strategies and Identifying Risk Factors in Modern Organizations PDF

Author: Tavana, Madjid

Publisher: IGI Global

Published: 2013-12-31

Total Pages: 329

ISBN-13: 1466648619

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As there is a vast amount of information to consider when offering quality services, organizations have developed techniques for identifying risk factors to be taken into consideration when constructing effective business strategies. Developing Business Strategies and Identifying Risk Factors in Modern Organizations presents new methodologies currently being utilized to formulate and solve strategic issues in order to escape the jeopardy of possible business risks. By highlighting a multitude of sciences and their influences on modern organizations; this book is an essential reference for decision makers and researchers in business, industry, government, and academia.

Business Analytics Principles, Concepts, and Applications with SAS

Business Analytics Principles, Concepts, and Applications with SAS PDF

Author: Marc J. Schniederjans

Publisher: Pearson Education

Published: 2014-09-12

Total Pages: 353

ISBN-13: 0133989577

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Learn everything you need to know to start using business analytics and integrating it throughout your organization. Business Analytics Principles, Concepts, and Applications with SAS brings together a complete, integrated package of knowledge for newcomers to the subject. The authors present an up-to-date view of what business analytics is, why it is so valuable, and most importantly, how it is used. They combine essential conceptual content with clear explanations of the tools, techniques, and methodologies actually used to implement modern business analytics initiatives. They offer a proven step-wise approach to designing an analytics program, and successfully integrating it into your organization, so it effectively provides intelligence for competitive advantage in decision making. Using step-by-step examples, the authors identify common challenges that can be addressed by business analytics, illustrate each type of analytics (descriptive, prescriptive, and predictive), and guide users in undertaking their own projects. Illustrating the real-world use of statistical, information systems, and management science methodologies, these examples help readers successfully apply the methods they are learning. Unlike most competitive guides, this text demonstrates the use of SAS software, permitting instructors to spend less time teaching software and more time focusing on business analytics itself. Business Analytics Principles, Concepts, and Applications with SAS will be a valuable resource for all beginning-to-intermediate level business analysts and business analytics managers; for MBA/Masters' degree students in the field; and for advanced undergraduates majoring in statistics, applied mathematics, or engineering/operations research.

Applied Data Analytics

Applied Data Analytics PDF

Author: Johnson I. Agbinya

Publisher:

Published: 2020-05-20

Total Pages: 0

ISBN-13: 9788770220965

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The book contains machine learning foundations, deep learning, artificial intelligence, statistics and evolutionary learning mathematics written from the usage point of view with rich explanations on what the concepts mean.