Statistical Thinking And Data Analysis Methods For Managers

Author : Wynn Anthony Abranovic
Publisher : Addison Wesley Publishing Company
Page : 0 pages
File Size : 46,9 Mb
Release : 1997
Category : Commercial statistics
ISBN : 0673992969

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Statistical Thinking and Data Analysis Methods for Managers by Wynn Anthony Abranovic Pdf

Statistics can't be over simplified, but it can be clarified and made fun to learn. Abranovic was inspired by his own students' positive reactions to create a textbook that succeeds by encouraging self-study, presenting new concepts in bitesize chunks, and moving the learner enjoyably toward active statistical analysis. Statistical Thinking and Data Analysis Methods for Managers includes data sets on diskettes and employs up-to-date Exploratory Data Analysis (EDA) tools, such as stem-and-leaf diagrams and box plots, without Sacrificing traditional methods and intellectual rigor. Designed for introductory courses and adaptable to graduate study, the text diminishes the need for spending classroom time on computational formulas. With its strong approach and use of global examples throughout, it will appeal to those who want heavy problem use and international applications.

Author : Roger W. Hoerl,Ronald D. Snee
Publisher : John Wiley & Sons
Page : 640 pages
File Size : 46,5 Mb
Release : 2020-09-16
Category : Business & Economics
ISBN : 9781119605713

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Statistical Thinking by Roger W. Hoerl,Ronald D. Snee Pdf

Apply statistics in business to achieve performance improvement Statistical Thinking: Improving Business Performance, 3rd Edition helps managers understand the role of statistics in implementing business improvements. It guides professionals who are learning statistics in order to improve performance in business and industry. It also helps graduate and undergraduate students understand the strategic value of data and statistics in arriving at real business solutions. Instruction in the book is based on principles of effective learning, established by educational and behavioral research. The authors cover both practical examples and underlying theory, both the big picture and necessary details. Readers gain a conceptual understanding and the ability to perform actionable analyses. They are introduced to data skills to improve business processes, including collecting the appropriate data, identifying existing data limitations, and analyzing data graphically. The authors also provide an in-depth look at JMP software, including its purpose, capabilities, and techniques for use. Updates to this edition include: A new chapter on data, assessing data pedigree (quality), and acquisition tools Discussion of the relationship between statistical thinking and data science Explanation of the proper role and interpretation of p-values (understanding of the dangers of “p-hacking”) Differentiation between practical and statistical significance Introduction of the emerging discipline of statistical engineering Explanation of the proper role of subject matter theory in order to identify causal relationships A holistic framework for variation that includes outliers, in addition to systematic and random variation Revised chapters based on significant teaching experience Content enhancements based on student input This book helps readers understand the role of statistics in business before they embark on learning statistical techniques.

Author : David K. Hildebrand,Lyman Ott
Publisher : Brooks/Cole
Page : 1128 pages
File Size : 55,5 Mb
Release : 1991
Category : Business & Economics
ISBN : UOM:49015001398412

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Statistical Thinking for Managers by David K. Hildebrand,Lyman Ott Pdf

Author : J.A. John,D. Whitaker,D.G. Johnson
Publisher : CRC Press
Page : 356 pages
File Size : 47,5 Mb
Release : 2001-06-28
Category : Mathematics
ISBN : 1584882484

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Statistical Thinking for Managers by J.A. John,D. Whitaker,D.G. Johnson Pdf

All business activities are subject to variability. As a consequence, managers and business students need the ability to think statistically about how to deal with the resulting uncertainty and its effect on decision-making in management and commerce. To give them that ability, there is a growing recognition that we must change the way business statistics is taught. Traditional texts tend to focus on probability, mathematical detail, and heavy computation, and thus fail to meet the real needs of future business managers. Statistical Thinking for Managers takes a very different, very practical, approach that presents even sophisticated statistics concepts with a minimum of mathematics. It focuses on statistical thinking and discusses a range of topics that specifically apply to managers in business. Its scenario-based, interactive format and integrated use of Excel facilitate and reinforce the learning experience. Through this innovative treatment, readers will gain the ability to: " Appreciate basic statistical ideas " Use a scientific approach to problem solving " Understand the nature of variability " Use meaningful information to make informed decisions " Think in terms of processes and systems and develop strategies for process improvement Designed as an introductory text in business statistics, Statistical Thinking for Managers challenges the way students look at business problems and issues. It shows them the importance of statistics in all aspects of business and equips them with the skills they need to make informed and effective decisions.

Author : J. A. John,D. Whitaker
Publisher : CRC Press
Page : 408 pages
File Size : 50,9 Mb
Release : 2005-08-29
Category : Business & Economics
ISBN : 9781420057164

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Statistical Thinking in Business by J. A. John,D. Whitaker Pdf

Business students need the ability to think statistically about how to deal with uncertainty and its effect on decision-making in business and management. Traditional statistics courses and textbooks tend to focus on probability, mathematical detail, and heavy computation, and thus fail to meet the needs of future managers. Statistical Thinking in

Author : Roger Hoerl,Ronald D. Snee
Publisher : Duxbury Resource Center
Page : 552 pages
File Size : 44,9 Mb
Release : 2002
Category : Business & Economics
ISBN : PSU:000044571092

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Statistical Thinking by Roger Hoerl,Ronald D. Snee Pdf

This innovative book teaches students to understand the strategic value of data and statistics in solving real business problems. Following principles of effective learning identified by educational and behavioral research, the instruction proceeds from tangible examples to abstract theory; from the big picture, or "whole," to details, or "parts"; and from a conceptual understanding to ability to perform specific tasks. While the computer is used for computational details, the authors describe the role of statistical thinking and methods for problem solving and process improvement to encourage use of the tools. Hoerl and Snee also teach skills to improve business processes, including collecting data appropriate for a specified purpose, recognizing limitations in existing data, graphically analyzing data using basic tools, deriving actionable conclusions from data analyses, and understanding the limitations of statistical analyses. In summary, the authors demonstrate that statistical thinking and methodology can help students be more valuable and effective in their chosen careers.

Author : Mary G. Leitnaker,Richard D. Sanders,Cheryl Hild
Publisher : Prentice Hall
Page : 552 pages
File Size : 54,5 Mb
Release : 1996
Category : Business & Economics
ISBN : UOM:39015037865782

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The Power of Statistical Thinking by Mary G. Leitnaker,Richard D. Sanders,Cheryl Hild Pdf

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Author : J. A. Johnstone,David Whitaker,David G. Johnson
Publisher : Chapman & Hall/CRC
Page : 128 pages
File Size : 53,7 Mb
Release : 2004-11
Category : Electronic
ISBN : 1584882670

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Statistical Thinking for Managers by J. A. Johnstone,David Whitaker,David G. Johnson Pdf

Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
Publisher : Springer Nature
Page : 1314 pages
File Size : 54,8 Mb
Release : 2021-12-09
Category : Technology & Engineering
ISBN : 9789811674662

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2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City by Mohammed Atiquzzaman,Neil Yen,Zheng Xu Pdf

This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Author : S. Christian Albright,Wayne L. Winston,Christopher James Zappe
Publisher : South Western Educational Publishing
Page : 988 pages
File Size : 48,6 Mb
Release : 2004
Category : Business & Economics
ISBN : 0534383661

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Data Analysis for Managers with Microsoft Excel by S. Christian Albright,Wayne L. Winston,Christopher James Zappe Pdf

This text presents statistical concepts and methods in a unified, modern, spreadsheet-oriented approach. Featuring a wealth of business applications, this examples-based text illustrates a variety of statistical methods to help students analyze data sets and uncover important information to aid decision-making. DATA ANALYSIS FOR MANAGERS contains professional StatPro add-ins for Microsoft Excel from Palisade, valued at one hundred fifty dollars packaged at no additional cost with every new text.

Author : Robert Carver
Publisher : Unknown
Page : 486 pages
File Size : 46,8 Mb
Release : 2018-07-20
Category : Computers
ISBN : 1635269164

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Practical Data Analysis with JMP®, Second Edition by Robert Carver Pdf

Understand the concepts and techniques of analysis while learning to reason statistically. Being an effective analyst requires that you know how to properly define a problem and apply suitable statistical techniques, as well as clearly and honestly communicate the results with information-rich visualizations and precise language. Being a well-informed consumer of analyses requires the same set of skills so that you can recognize credible, actionable research when you see it. Robert Carver's Practical Data Analysis with JMP, Second Edition uses the powerful interactive and visual approach of JMP to introduce readers to the logic and methods of statistical thinking and data analysis. It enables you to discriminate among and to use fundamental techniques of analysis, enabling you to engage in statistical thinking by analyzing real-world problems. "Application Scenarios" at the end of each chapter challenge you to put your knowledge and skills to use with data sets that go beyond mere repetition of chapter examples, and three new review chapters help readers integrate ideas and techniques. In addition, the scope and sequence of the chapters have been updated with more coverage of data management and analysis of data. The book can stand on its own as a learning resource for professionals or be used to supplement a standard college-level introduction-to-statistics textbook. It includes varied examples and problems that rely on real sets of data, typically starting with an important or interesting research question that an investigator has pursued. Reflective of the broad applicability of statistical reasoning, the problems come from a wide variety of disciplines, including engineering, life sciences, business, economics, among others, and include a number of international and historical examples. Practical Data Analysis with JMP, Second Edition introduces you to the major platforms and essential features of JMP and will leave you with a sufficient background and the confidence to continue your exploration independently. This book is part of the SAS Press program.

Author : Donald Lighter,Douglas C. Fair
Publisher : Jones & Bartlett Learning
Page : 606 pages
File Size : 54,8 Mb
Release : 2004-02-24
Category : Business & Economics
ISBN : 9780763732189

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Quality Management in Health Care: Principles and Methods by Donald Lighter,Douglas C. Fair Pdf

Quality Management in Health Care: Principles and Methods, Second Edition explores quality management processes in health care using specific analytical methods in addition to emphasizing general theory and practical applications. Topics that are examined include: statistical process control and group management, disease management, clinical practice guidelines, and implementation strategies. the writing is clear and understandable, and the text makes effective use of examples, illustrations and case studies to elucidate key concepts. Additionally, each chapter ends with exercises designed to

Author : J. A. John
Publisher : Unknown
Page : 128 pages
File Size : 44,8 Mb
Release : 2006
Category : Mathematical statistics
ISBN : OCLC:960393274

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Statistical Thinking in Business by J. A. John Pdf

Author : J. K. Sharma
Publisher : Pearson Education India
Page : 752 pages
File Size : 51,6 Mb
Release : 2012
Category : Business & Economics
ISBN : 8177586548

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Business Statistics by J. K. Sharma Pdf

In this edition, efforts have been made to assist readers in converting data into useful information that can be used by decision-makers in making more thoughtful, information-based decisions.

Author : Harvard Business Review
Publisher : Harvard Business Press
Page : 256 pages
File Size : 43,5 Mb
Release : 2018-03-13
Category : Business & Economics
ISBN : 9781633694293

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HBR Guide to Data Analytics Basics for Managers (HBR Guide Series) by Harvard Business Review Pdf

Don't let a fear of numbers hold you back. Today's business environment brings with it an onslaught of data. Now more than ever, managers must know how to tease insight from data--to understand where the numbers come from, make sense of them, and use them to inform tough decisions. How do you get started? Whether you're working with data experts or running your own tests, you'll find answers in the HBR Guide to Data Analytics Basics for Managers. This book describes three key steps in the data analysis process, so you can get the information you need, study the data, and communicate your findings to others. You'll learn how to: Identify the metrics you need to measure Run experiments and A/B tests Ask the right questions of your data experts Understand statistical terms and concepts Create effective charts and visualizations Avoid common mistakes