Six Sigma Statistics With Excel And Minitab Chapter 10 Regression Analysis
Download Six Sigma Statistics With Excel And Minitab Chapter 10 Regression Analysis PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Six Sigma Statistics With Excel And Minitab Chapter 10 Regression Analysis book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages.
Six Sigma Statistics with EXCEL and MINITAB
Author: Issa Bass
language: en
Publisher: McGraw Hill Professional
Release Date: 2007-07-18
Master the Statistical Techniques for Six Sigma Operations, While Boosting Your Excel and Minitab Skills! Now with the help of this “one-stop” resource, operations and production managers can learn all the powerful statistical techniques for Six Sigma operations, while becoming proficient at Excel and Minitab at the same time. Six Sigma Statistics with Excel and Minitab offers a complete guide to Six Sigma statistical methods, plus expert coverage of Excel and Minitab, two of today's most popular programs for statistical analysis and data visualization. Written by a seasoned Six Sigma Master Black Belt, the book explains how to create and interpret dot plots, histograms, and box plots using Minitab...decide on sampling strategies, sample size, and confidence intervals...apply hypothesis tests to compare variance, means, and proportions...conduct a regression and residual analysis...design and analyze an experiment...and much more. Filled with clear, concise accounts of the theory for each statistical method presented, Six Sigma Statistics with Excel and Minitab features: Easy-to-follow explanations of powerful Six Sigma tools A wealth of exercises and case studies 200 graphical illustrations for Excel and Minitab Essential for achieving Six Sigma goals in any organization, Six Sigma Statistics with Excel and Minitab is a unique, skills-building toolkit for mastering a wide range of vital statistical techniques, and for capitalizing on the potential of Excel and Minitab. Six Sigma Statistical with Excel and Minitab offers operations and production managers a complete guide to Six Sigma statistical techniques, together with expert coverage of Excel and Minitab, two of today's most popular programs for statistical analysis and data visualization. Written by Issa Bass, a Six Sigma Master Black Belt with years of hands-on experience in industry, this on-target resource takes readers through the application of each Six Sigma statistical tool, while presenting a straightforward tutorial for effectively utilizing Excel and Minitab. With the help of this essential reference, managers can: Acquire the basic tools for data collection, organization, and description Learn the fundamental principles of probability Create and interpret dot plots, histograms, and box plots using Minitab Decide on sampling strategies, sample size, and confidence intervals Apply hypothesis tests to compare variance, means, and proportions Stay on top of production processes with statistical process control Use process capability analysis to ensure that processes meet customers' expectations Employ analysis of variance to make inferences about more than two population means Conduct a regression and residual analysis Design and analyze an experiment In addition, Six Sigma Statistics with Excel and Minitab enables you to develop a better understanding of the Taguchi Method...use measurement system analysis to find out if measurement processes are accurate...discover how to test ordinal or nominal data with nonparametric statistics...and apply the full range of basic quality tools. Filled with step-by-step exercises, graphical illustrations, and screen shots for performing Six Sigma techniques on Excel and Minitab, the book also provides clear, concise explanations of the theory for each of the statistical tools presented. Authoritative and comprehensive, Six Sigma Statistics with Excel and Minitab is a valuable skills-building resource for mastering all the statistical techniques for Six Sigma operations, while harnessing the power of Excel and Minitab.
The Six Sigma Handbook, Sixth Edition: A Complete Guide for Green Belts, Black Belts, and Managers at All Levels
Author: Thomas Pyzdek
language: en
Publisher: McGraw Hill Professional
Release Date: 2023-09-08
The most important reference to Six Sigma―fully updated for the latest advances This thoroughly revised, industry-standard guide delivers all the information you need to apply Six Sigma techniques and dramatically improve processes, profitability, sustainability, and long-term growth. Written by two of the foremost authorities in Six Sigma, the book shows you, step by step, how to build the best teams and foster effective leadership while maximizing customer satisfaction and boosting profits. This new edition features a number of important updates, including AI, big data and machine learning, healthcare statistics, and modern supply chain challenges. This hands-on resource also lays out cutting-edge applications for social media data, decision trees, remote technology, and web scrapers. Coverage includes: Six Sigma implementation and management Recognizing and capitalizing on opportunity Data-driven management Selecting and supporting Six Sigma projects Six Sigma tools and techniques The define phase The measure phase Measurement systems evaluation The analyze phase The improve/design phase The control/verify phase
Six Sigma For Dummies®
The world’s largest and most profitable companies – including the likes of GE, Bank of America, Honeywell, DuPont, Samsung, Starwood Hotels, Bechtel, and Motorola – have used Six Sigma to achieve breathtaking improvements in business performance, in everything from products to processes to complex systems and even in work environments. Over the past decade, over $100 billion in bottom-line performance has been achieved through corporate Six Sigma programs. Yet, despite its astounding effectiveness, few outside of the community of Six Sigma practitioners know what Six Sigma is all about. With this book, Six Sigma is revealed to everyone. You might be in a company that’s already implemented Six Sigma, or your organization may be considering it. You may be a student who wants to learn how it works, or you might be a seasoned business professional who needs to get up to speed. In any case, Six Sigma For Dummies is the most straightforward, non-intimidating guide on the market. This simple, friendly book makes Six Sigma make sense. With a compelling foreword by Dr. Stephen R. Covey, the internationally recognized leadership authority and bestselling author of The Seven Habits of Highly Effective People and The 8th Habit, and an afterword by Roxanne O’Brasky, President of the International Society of Six Sigma, Six Sigma For Dummies is the most complete and objective book in the market today. Unlike most other works that are either graduate-level statistics treatises or thinly-veiled autobiographical success stories, Six Sigma For Dummies teaches the reader all the foundation principles, methods, and tools of this magnificent problem-solving system. Intended to help readers understand Six Sigma and how they can use it to improve their performance, this no-nonsense guide explains: What Six Sigma is all about and how it works The benefits of Six Sigma in organizations and businesses The powerful “DMAIC” problem-solving roadmap Yellow, Green and Black -- how the Six Sigma "belt" system works How to select and utilize the right tools and technologies Speaking the language of Six Sigma Knowing the roles and responsibilities Mastering the statistics skills and analytical methods Six Sigma For Dummies will become everyone’s No. 1 resource for discovering and mastering the world’s most famous and powerful improvement tool. Stephen Covey is spot-on when he says, “Six Sigma For Dummies is a book to be read by everyone”.