Improving Performance Through Statistical Thinking Asq Statistics Division

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Improving Performance Through Statistical Thinking

Author : Galen C. Britz
Publisher : Unknown
Page : 0 pages
File Size : 51,9 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.

Statistical Thinking

Author : Roger W. Hoerl,Ronald D. Snee
Publisher : John Wiley & Sons
Page : 640 pages
File Size : 47,8 Mb
Release : 2020-08-25
Category : Business & Economics
ISBN : 9781119605737

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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.

Statistical Thinking

Author : Roger Hoerl,Ronald D. Snee
Publisher : Duxbury Resource Center
Page : 552 pages
File Size : 51,5 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.

Statistical Thinking

Author : Roger Wesley Hoerl
Publisher : Unknown
Page : 511 pages
File Size : 41,6 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"--

The Certified Quality Improvement Associate Handbook, Third Edition

Author : Russell T. Westcott,Grace L. Duffy
Publisher : Quality Press
Page : 210 pages
File Size : 50,9 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).

The ASQ Certified Quality Improvement Associate Handbook

Author : Grace L. Duffy
Publisher : Quality Press
Page : 277 pages
File Size : 52,5 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.

The ASQ Certified Six Sigma Black Belt Handbook

Author : Mary McShane-Vaughn
Publisher : Quality Press
Page : 802 pages
File Size : 53,9 Mb
Release : 2023-01-11
Category : Business & Economics
ISBN : 9781636940250

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The ASQ Certified Six Sigma Black Belt Handbook by Mary McShane-Vaughn Pdf

Fully updated to reflect the 2022 ASQ Certified Six Sigma Black Belt (CSSBB) Body of Knowledge (BoK), The ASQ Certified Six Sigma Black Belt Handbook, Fourth Edition is ideal for candidates studying for the CSSBB examination. This comprehensive reference focuses on the core areas of organization-wide planning and deployment, team management, and each of the DMAIC project phases. The fourth edition of this handbook offers thorough explanations of statistical concepts in a straightforward way. It also reflects the latest technology and applications of Six Sigma and lean tools. Updates you will find in the fourth edition include: • New topics and tools, such as return on investment calculations, the roles of coaching and finance in projects, process-decision program charts, interrelationship digraphs, A3 analysis, maturity models, key behavior indicators, and audit MSA • A new chapter on risk analysis and management • Revamped statistics sections • New tables, figures, and examples to help illustrate key points The ASQ Certified Six Sigma Black Belt Handbook, Fourth Edition is also a valuable addition to any quality practitioner’s library.

The ASQ Certified Manager of Quality/Organizational Excellence Handbook

Author : Sandra L Furterer,Douglas C Wood
Publisher : Quality Press
Page : 555 pages
File Size : 43,6 Mb
Release : 2021-01-25
Category : Business & Economics
ISBN : 9781951058074

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The ASQ Certified Manager of Quality/Organizational Excellence Handbook by Sandra L Furterer,Douglas C Wood Pdf

This handbook is a comprehensive reference designed to help professionals address organizational issues from the application of the basic principles of management to the development of strategies needed to deal with today’s technological and societal concerns. The fifth edition of the ASQ Certified Manager of Quality/Organizational Excellence Handbook (CMQ/OE) has undergone some significant content changes in order to provide more clarity regarding the items in the body of knowledge (BoK). Examples have been updated to reflect more current perspectives, and new topics introduced in the most recent BoK are included as well. This handbook addresses: • Historical perspectives relating to the continued improvement of specific aspects of quality management • Key principles, concepts, and terminology • Benefits associated with the application of key concepts and quality management principles • Best practices describing recognized approaches for good quality management • Barriers to success, common problems you may encounter, and reasons why some quality initiatives fail • Guidance for preparation to take the CMQ/OE examination A well-organized reference, this handbook will certainly help individuals prepare for the ASQ CMQ/OE exam. It also serves as a practical, day-to-day guide for any professional facing various quality management challenges.

The Certified Six Sigma Black Belt Handbook

Author : T.M. Kubiak,Donald W. Benbow
Publisher : Quality Press
Page : 949 pages
File Size : 42,7 Mb
Release : 2016-12-16
Category : Business & Economics
ISBN : 9781951058654

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The Certified Six Sigma Black Belt Handbook by T.M. Kubiak,Donald W. Benbow Pdf

The best Six Sigma black belt handbook has been fully revised, updated, and expanded! This third edition has been updated to reflect the most recent ASQ a href="https://asq.org/cert/six-sigma-black-belt"Six Sigma Black Belt, Body of Knowledge (BOK), released in 2015. Among the many additions are: more exercises, particularly to address the more difficult concepts; new tables and figures to clarify concepts; new content between the DMAIC parts of the book (that is, Parts IV, VII) to help smooth the transition between phases and to better relate the underlying concepts of the DMAIC methodology; and more content that ensures that the black belt is fully trained in concepts taught to the green belt. The primary audience for this work is the individual who plans to prepare to sit for the Six Sigma black belt certification examination. A secondary audience for the handbook is the quality and Six Sigma professional who would like a relevant Six Sigma reference book. The accompanying CD contains 180 supplementary problems covering each chapter and a 150-question simulated exam that has problems distributed among chapters per the scheme published in the BOK. New to this edition, the problems are now fully worked so that readers can more readily follow the problem-solving process.

Design of Experiments With Minitab

Author : Paul G. Mathews
Publisher : Quality Press
Page : 521 pages
File Size : 51,9 Mb
Release : 2004-07-07
Category : Business & Economics
ISBN : 9780873895873

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Design of Experiments With Minitab by Paul G. Mathews Pdf

Most of the classic DOE books were written before DOE software was generally available, so the technical level that they assumed was that of the engineer or scientist who had to write his or her own analysis software. In this practical introduction to DOE, guided by the capabilities of the common software packages, Paul Mathews presents the basic types and methods of designed experiments appropriate for engineers, scientists, quality engineers, and Six Sigma Black Belts and Master Black Belts. Although instructions in the use of Minitab are detailed enough to provide effective guidance to a new Minitab user, the book is still general enough to be very helpful to users of other DOE software packages. Every chapter contains many examples with detailed solutions including extensive output from Minitab.

The Certified Six Sigma Master Black Belt Handbook

Author : T.M. Kubiak
Publisher : Quality Press
Page : 727 pages
File Size : 51,8 Mb
Release : 2012-11-19
Category : Business & Economics
ISBN : 9781953079022

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The Certified Six Sigma Master Black Belt Handbook by T.M. Kubiak Pdf

Organizations are continuously trying to improve by reducing cost, increasing customer satisfaction, and creating an environment of empowered employees who continuously strive for excellence in each process and product. In much the same way, governments are continuously required to do “more with less,” enhance budget and organizational performance, and identify innovative ways to increase their impact. There are challenges to applying the Lean-Six Sigma (LSS) tools in the public sector. Examples of these challenges include hierarchical environments, a lack of common goals, and the complexity of working in the public sector. The information included as part of this book provides over 30 spotlights highlighting project examples, lessons learned, and tips and tricks for using LSS in the public sector. These spotlights are based on interviews facilitated with a robust sampling of senior operations strategy practitioners. The LSS methodology focuses on eliminating waste (lean) and then reducing variation (Six Sigma) in a process or product that contains no waste. The information covered in this book will allow someone to have an immediate impact in any public sector organization. It describes some of the most powerful continuous process improvement tools that can be used, with limited training required. This is further enhanced by showing direct correlations to the LSS tools and the challenges that will be faced. Because the public sector spans such a diverse range of organizational charters (such as transportation, education, and defense), this book does not focus solely on either manufacturing or services. Rather, it provides a balanced approach to utilizing LSS in all environments.

Statistical Engineering

Author : Stefan H. Steiner,R. Jock MacKay
Publisher : Quality Press
Page : 717 pages
File Size : 53,9 Mb
Release : 2005-01-02
Category : Business & Economics
ISBN : 9780873891363

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Statistical Engineering by Stefan H. Steiner,R. Jock MacKay Pdf

Reducing the variation in process outputs is a key part of process improvement. For mass produced components and assemblies, reducing variation can simultaneously reduce overall cost, improve function and increase customer satisfaction with the product. The authors have structured this book around an algorithm for reducing process variation that they call "Statistical Engineering." The algorithm is designed to solve chronic problems on existing high to medium volume manufacturing and assembly processes. The fundamental basis for the algorithm is the belief that we will discover cost effective changes to the process that will reduce variation if we increase our knowledge of how and why a process behaves as it does. A key way to increase process knowledge is to learn empirically, that is, to learn by observation and experimentation. The authors discuss in detail a framework for planning and analyzing empirical investigations, known by its acronym QPDAC (Question, Plan, Data, Analysis, Conclusion). They classify all effective ways to reduce variation into seven approaches. A unique aspect of the algorithm forces early consideration of the feasibility of each of the approaches. Also includes case studies, chapter exercises, chapter supplements, and six appendices. PRAISE FOR Statistical Engineering "I found this book uniquely refreshing. Don't let the title fool you. The methods described in this book are statistically sound but require very little statistics. If you have ever wanted to solve a problem with statistical certainty (without being a statistician) then this book is for you. - A reader in Dayton, OH "This is the most comprehensive treatment of variation reduction methods and insights I’ve ever seen."- Gary M. Hazard Tellabs "Throughout the text emphasis has been placed on teamwork, fixing the obvious before jumping to advanced studies, and cost of implementation. All this makes the manuscript !attractive for real-life application of complex techniques." - Guru Chadhabr Comcast IP Services COMMENTS FROM OTHER CUSTOMERS Average Customer Rating (5 of 5 based on 1 review) "This is NOT a typical book on statistical tools. It is a strategy book on how to search for cost-effective changes to reduce variation using empirical means (i.e. observation and experiment). The uniqueness of this book: Summarizes the seven ways to reduce variation so we know the goal of the data gathering and analysis, present analysis results using graphs instead of P-value, and integrates Taguchi, Shainin methods, and classical statistical approach. It is a must read for those who are in the business of reducing variation using data, in particular for the Six Sigma Black Belts and Master Black Belts. Don't forget to read the solutions to exercises and supplementary materials to each chapter on the enclosed CD-ROM." - A. Wong, Canada

The Certified Manager of Quality/Organizational Excellence Handbook, Fourth Edition

Author : Russell T. Westcott
Publisher : Quality Press
Page : 513 pages
File Size : 52,5 Mb
Release : 2013-10-07
Category : Business & Economics
ISBN : 9780873898614

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The Certified Manager of Quality/Organizational Excellence Handbook, Fourth Edition by Russell T. Westcott Pdf

This handbook is a comprehensive reference source designed to help professionals address organizational issues from the application of the basic principles of management to the development of strategies needed to deal with the technological and societal concerns of the new millennium. The content of this fourth edition has been revised to reflect a more current global perspective and to match the updated Body of Knowledge (BoK) of ASQ’s Certified Manager of Quality/Organizational Excellence (CMQ/OE). In order to provide a broad perspective of quality management, this book has specifically been written to address: • Historical perspectives relating to the evolution of particular aspects of quality management, including recognized experts and their contributions • Key principles, concepts, and terminology relevant in providing quality leadership, and communicating quality needs and results • Benefits associated with the application of key concepts and quality management principles • Best practices describing recognized approaches for good quality management • Barriers to success, including common problems that the quality manager might experience when designing and implementing quality management, and insights as to why some quality initiatives fail • Guidance for preparation to take the CMQ/OE examination. Organized to follow the BoK exactly, throughout each section of this handbook the categorical BoK requirements associated with good quality management practices for that section are shown in a box preceding the pertinent text. These BoK requirements represent the range of content and the cognitive level to which multiple-choice questions can be presented. Although this handbook thoroughly prepares individuals for the ASQ CMQ/OE exam, the real value resides in post-exam usage as a day-to-day reference source for assessing quality applications and methodologies in daily processes. The content is written from the perspective of practitioners, and its relevance extends beyond traditional product quality applications.