Improving Performance Through Statistical Thinking

Author : Roger W. Hoerl,Ronald D. Snee
Publisher : John Wiley & Sons
Page : 640 pages
File Size : 51,6 Mb
Release : 2020-08-11
Category : Business & Economics
ISBN : 9781119605720

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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 : Anonim
Publisher : Unknown
Page : 171 pages
File Size : 44,8 Mb
Release : 2000
Category : Industrial management
ISBN : OCLC:1280775820

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Improving Performance Through Statistical Thinking by Anonim Pdf

Author : Galen C. Britz
Publisher : Unknown
Page : 0 pages
File Size : 47,8 Mb
Release : 2000
Category : Anvendt statistik
ISBN : 0873894677

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Improving Performance Through Statistical Thinking by Galen C. Britz Pdf

This volume presents a clear and practical explanation of statistical thinking without the typical equations and formulas. It aims to bridge the gap from concept to application by providing step-by-step guidance on how to get started on problems.

Author : Roger Hoerl,Ronald D. Snee
Publisher : Duxbury Resource Center
Page : 552 pages
File Size : 52,5 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 : Galen C. Britz
Publisher : Unknown
Page : 171 pages
File Size : 44,7 Mb
Release : 2024-07-02
Category : Electronic
ISBN : 8122427960

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Improving Performance Through Statistical Thinking: Asq Statistics Division by Galen C. Britz Pdf

Author : Roger Wesley Hoerl
Publisher : Unknown
Page : 511 pages
File Size : 50,9 Mb
Release : 2012
Category : Commercial statistics
ISBN : 1119202728

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Statistical Thinking by Roger Wesley Hoerl Pdf

"How statistical thinking and methodology can help you make crucial business decisions. Straightforward and insightful, Statistical Thinking: Improving Business Performance, Second Edition, prepares you for business leadership by developing your capacity to apply statistical thinking to improve business processes. Unique and compelling, this book shows you how to derive actionable conclusions from data analysis, solve real problems, and improve real processes. Here, you'll discover how to implement statistical thinking and methodology in your work to improve business performance. Explores why statistical thinking is necessary and helpful. Provides case studies that illustrate how to integrate several statistical tools into the decision-making process. Facilitates and encourages an experiential learning environment to enable you to apply material to actual problems. With an in-depth discussion of JMP software, the new edition of this important book focuses on skills to improve business processes, including collecting data appropriate for a specified purpose, recognizing limitations in existing data, and understanding the limitations of statistical analyses"--

Author : Mary G. Leitnaker,Richard D. Sanders,Cheryl Hild
Publisher : Prentice Hall
Page : 552 pages
File Size : 44,6 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. John,D. Whitaker,D.G. Johnson
Publisher : CRC Press
Page : 356 pages
File Size : 55,9 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 : Donald Lighter
Publisher : Jones & Bartlett Learning
Page : 461 pages
File Size : 54,7 Mb
Release : 2011
Category : Business & Economics
ISBN : 9780763764494

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Advanced Performance Improvement in Health Care by Donald Lighter Pdf

Amidst a deepening crisis in U.S. health care, Advanced Performance Improvement in Health Care provides a results-oriented approach to rehabilitating an ailing healthcare system. With his innovative, instructive strategies, Lighter offers a welcome road map to guide meaningful change in the industry and to equip healthcare managers to meet 21st century challenges. Advanced Performance Improvement in Health Care: Principles and Methods provides healthcare educators, leaders, and clinicians with the specific knowledge and tools vital for creating and advocating for quality-centric, next-generation healthcare organizations. This unique compilation of management, analytical, and statistical methods and techniques serves as a comprehensive guide to harnessing todays technology and developing a culture of quality that delivers sustainable, quantifiable value in healthcare organizations.

Author : Russell T. Westcott,Grace L. Duffy
Publisher : Quality Press
Page : 210 pages
File Size : 41,6 Mb
Release : 2014-10-01
Category : Business & Economics
ISBN : 9780873898904

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The Certified Quality Improvement Associate Handbook, Third Edition by Russell T. Westcott,Grace L. Duffy Pdf

ASQ’s Certified Quality Improvement Associate (CQIA) certification is designed to introduce the basics of quality to organizations and individuals not currently working within the field of quality. This book and the Body of Knowledge (BOK) it supports are intended to form a foundation for further study and application of proven quality principles and practices worldwide. The book follows the CQIA BoK in both content and sequence. The intent is that this book will serve as a guide to be used in preparation to take the CQIA examination given by ASQ. Each chapter stands alone, and the chapters may be read in any order. Some material reaching beyond the content of the BoK has been added. Supplemental reading suggestions are provided. An online, interactive sample exam and a paper-and-pencil sample can be found on the ASQ website (http://asq.org/cert/quality-improvement-associate/prepare).

Author : Ron Bialek,Grace L. Duffy,John W. Moran
Publisher : Quality Press
Page : 481 pages
File Size : 49,8 Mb
Release : 2009-01-08
Category : Medical
ISBN : 9780873892896

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The Public Health Quality Improvement Handbook by Ron Bialek,Grace L. Duffy,John W. Moran Pdf

Little in the current world is simple. Nothing comes in a box for us to add water and stir. There are those, however, who have been successful and who are willing to share their success. The messages in The Public Health Quality Improvement Handbook are from leaders, physicians, practitioners, academics, consultants, and researchers who are successfully applying the tools and techniques they share. The chapters are written to support the leaders and workforce of our public health community. This book, a collaboration between ASQ and the Public Health Foundation, is an anthology of chapters written by subject matter experts in public health who are successfully meeting client needs, working together to maximize outcomes, and expanding their collaboration with community partners to encourage better health within neighborhoods, counties, and states. There has never been a better time or a more needed one for us to harness the energy, enthusiasm, hard work, and dedication of our public health workforce to make a lasting difference. By effectively using quality improvement tools and techniques, we can and will improve our nation’s health.

Author : J. A. John,D. Whitaker
Publisher : CRC Press
Page : 408 pages
File Size : 46,6 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 : Gerald J. Hahn,Necip Doganaksoy
Publisher : John Wiley & Sons
Page : 302 pages
File Size : 44,7 Mb
Release : 2011-09-20
Category : Mathematics
ISBN : 9781118211465

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The Role of Statistics in Business and Industry by Gerald J. Hahn,Necip Doganaksoy Pdf

An insightful guide to the use of statistics for solving key problems in modern-day business and industry This book has been awarded the Technometrics Ziegel Prize for the best book reviewed by the journal in 2010. Technometrics is a journal of statistics for the physical, chemical and engineering sciences, published jointly by the American Society for Quality and the American Statistical Association. Criteria for the award include that the book brings together in one volume a body of material previously only available in scattered research articles and having the potential to significantly improve practice in engineering and science. Highlighting the relevance of statistical methods in everyday applications, The Role of Statistics in Business and Industry bridges the gap between the tools of statistics and their use in today's business world. This one-of-a-kind resource encourages the proactive use of statistics in three well-organized and succinct parts: Setting the Stage provides an introduction to statistics, with a general overview of its uses in business and industry Manufactured Product Applications explains how statistical techniques assist in designing, building, improving, and ensuring the reliability of a wide variety of manufactured products such as appliances, plastic materials, aircraft engines, and locomotives Other Applications describe the role of statistics in pharmaceuticals, finance, and business services, as well as more specialized areas including the food, semiconductor, and communications industries This book is truly unique in that it first describes case studies and key business problems, and then shows how statistics is used to address them, while most literature on the topic does the reverse. This approach provides a comprehensive understanding of common issues and the most effective methods for their treatment. Each chapter concludes with general questions that allow the reader to test their understanding of the presented statistical concepts as well as technical questions that raise more complex issues. An extensive FTP site provides additional material, including solutions to some of the applications. With its accessible style and real-world examples, The Role of Statistics in Business and Industry is a valuable supplement for courses on applied statistics and statistical consulting at the upper-undergraduate and graduate levels. It is also an ideal resource for early-career statisticians and practitioners who would like to learn the value of applying statistics to their everyday work.

Author : Grace L. Duffy
Publisher : Quality Press
Page : 277 pages
File Size : 55,8 Mb
Release : 2020-03-01
Category : Technology & Engineering
ISBN : 9781951058142

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The ASQ Certified Quality Improvement Associate Handbook by Grace L. Duffy Pdf

The ASQ Certified Quality Improvement Associate (CQIA) certification introduces the basics of quality to organizations and individuals who are new to quality. This book, and the Body of Knowledge (BoK) it supports, form a foundation for applying proven quality principles and practices that are used around the world. This handbook follows the CQIA span in both content and sequence. Let it serve as your guide in preparing for the ASQ CQIA examination, and refer to it frequently as you learn and implement these ideas and tools in your organization.

Author : Frank E. Harrell
Publisher : Springer Science & Business Media
Page : 583 pages
File Size : 43,5 Mb
Release : 2013-03-09
Category : Mathematics
ISBN : 9781475734621

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Regression Modeling Strategies by Frank E. Harrell Pdf

Many texts are excellent sources of knowledge about individual statistical tools, but the art of data analysis is about choosing and using multiple tools. Instead of presenting isolated techniques, this text emphasizes problem solving strategies that address the many issues arising when developing multivariable models using real data and not standard textbook examples. It includes imputation methods for dealing with missing data effectively, methods for dealing with nonlinear relationships and for making the estimation of transformations a formal part of the modeling process, methods for dealing with "too many variables to analyze and not enough observations," and powerful model validation techniques based on the bootstrap. This text realistically deals with model uncertainty and its effects on inference to achieve "safe data mining".