Download or read book Six Sigma Statistics with EXCEL and MINITAB Chapter 2 An Overview of Minitab and Microsoft Excel written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-01 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a chapter from Six Sigma Statistics with Excel and MINITAB. This is a comprehensive and easy-to-use guide for understanding and using Excel and MINITAB programs for Six Sigma statistical data analysis. Each chapter includes relevant theory and technique, step-by-step exercises, case studies, graphical illustrations and screen shots for performing the techniques in both Excel and MINITAB.
Download or read book Six Sigma Statistics with EXCEL and MINITAB written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-18 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Even You Can Learn Statistics written by David M. Levine and published by Pearson Education. This book was released on 2011-12-14 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Even You Can Learn Statistics: A Guide for Everyone Who Has Ever Been Afraid of Statisticsi s a practical, up-to-date introduction to statistics—for everyone! Thought you couldn’t learn statistics? You can—and you will! One easy step at a time, this fully updated book teaches you all the statistical techniques you’ll need for finance, quality, marketing, the social sciences, or anything else! Simple jargon-free explanations help you understand every technique. Practical examples and worked-out problems give you hands-on practice. Special sections present detailed instructions for developing statistical answers, using spreadsheet programs or any TI-83/TI-84 compatible calculator. This edition delivers new examples, more detailed problems and sample solutions, plus an all-new chapter on powerful multiple regression techniques. Hate math? No sweat. You’ll be amazed at how little you need. Like math? Optional “Equation Blackboard” sections reveal the mathematical foundations of statistics right before your eyes! You’ll learn how to: • Construct and interpret statistical charts and tables with Excel or OpenOffice.org Calc 3 • Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics • Use probability and probability distributions • Work with sampling distributions and confidence intervals • Test hypotheses with Z, t, chi-square, ANOVA, and other techniques • Perform powerful regression analysis and modeling • Use multiple regression to develop models that contain several independent variables • Master specific statistical techniques for quality and Six Sigma programs About the Web Site Download practice files, templates, data sets, and sample spreadsheet models—including ready-to-use solutions for your own work! www.ftpress.com/youcanlearnstatistics2e
Download or read book Statistics for Six Sigma Green Belts with Minitab and JMP written by David Levine and published by Pearson Education. This book was released on 2008-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The only book on the market that provides a simple nonmathematical presentation of the statistics needed by Six Sigma Green Belts. Every concept is explained in plain English with a minimum of mathematical symbols. Includes real-world examples, step by step instructions and sample output for Minitab and JMP software as well as downloadble, ready to use data sets and templates. Includes applications to service industries to help managers understand the role of Six Sigma in nonmanufacturing industries. Acknowledgments xvii About the Author xix Preface xxi Chapter 1: Fundamentals of Six Sigma 1 Chapter 2: Introduction to Statistics 7 Chapter 3: Presenting Data in Charts and Tables 23 Chapter 4: Descriptive Statistics 39 Chapter 5: Probability and Probability Distributions 59 Chapter 6: Sampling Distributions and Confidence Intervals 95 Chapter 7: Hypothesis Testing 113 Chapter 8: Design of Experiments 157 Chapter 9: Simple Linear Regression 211 Chapter 10: Multiple Regression 241 Chapter 11: Control Charts for Six Sigma Management 279 Appendix A: Review of Arithmetic and Algebra 321 Appendix B: Summation Notation 329 Appendix C: Statistical Tables 333 Appendix D: Documentation of Data Files 347 Glossary 349 Index 359
Download or read book Business Basics written by Jo Owen and published by FT Press. This book was released on 2012-04-30 with total page 1473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your complete modern management library: today’s most crucial skills and best practices for success! From finance to strategy, leadership to communication, these four outstanding books bring together the skills and best practices every manager and aspiring leader needs to succeed today! Jo Owen’s Mobile MBA distills years of MBA management theory into bite-size solutions for 101 critical business challenges. From start to finish, it focuses on what really works in practice, giving managers focused answers that can make them dramatically more effective, instantly. Next, in Even You Can Learn Statistics, Second Edition, David Levine and David Stephan teach you all the statistical techniques you’ll need for finance, quality, marketing, or any other business role—one easy step at a time! Simple, jargon-free explanations help you understand every technique…worked problems offer hands-on practice…detailed instructions help you get answers using tools you already have. In How to Keep Score in Business, Second Edition, long-time CEO Robert Follett helps you capture crucial insights buried in balance sheets, income statements, and other key reports. Follett shows how to apply core tools for analyzing financial reports and investment opportunities and demystifies accounting terms every decision-maker and investor should know. Finally, The Truth About Business Writing That Works shows how to gain a lifelong competitive advantage by becoming a great business writer. You’ll learn how to persuade more effectively in every format: emails, Web sites, presentations, proposals, resumes, grant proposals, even text messages! Step by step, you’ll learn how to plan and organize your content…make your point fast…tell your readers what’s in it for them…and get them to act! From world-renowned leaders in management at all levels, including Jo Owen, David Levine, David Stephan, Robert Follett, Natalie Canavor, and Claire Meirowitz
Download or read book Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications written by Jenny Terzic and published by Springer Science & Business Media. This book was released on 2013-06-14 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accurate fluid level measurement in dynamic environments can be assessed using a Support Vector Machine (SVM) approach. SVM is a supervised learning model that analyzes and recognizes patterns. It is a signal classification technique which has far greater accuracy than conventional signal averaging methods. Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications: A Support Vector Machine Approach describes the research and development of a fluid level measurement system for dynamic environments. The measurement system is based on a single ultrasonic sensor. A Support Vector Machines (SVM) based signal characterization and processing system has been developed to compensate for the effects of slosh and temperature variation in fluid level measurement systems used in dynamic environments including automotive applications. It has been demonstrated that a simple ν-SVM model with Radial Basis Function (RBF) Kernel with the inclusion of a Moving Median filter could be used to achieve the high levels of accuracy required for fluid level measurement in dynamic environments. Aimed toward graduate and postgraduate students, researchers, and engineers studying applications of artificial intelligence, readers will learn about a measurement system that is based on a single ultrasonic sensor which can achieve the high levels of accuracy required for fluid level measurement in dynamic environments.
Download or read book Math for the Non Math Lovers Collection written by David M. Levine and published by FT Press. This book was released on 2013-08-22 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: Even You Can Learn Statistics, 2nd Ed. is the easiest guide to using statistics in your everyday work or study. Experienced educators David Levine and David Stephan teach statistics hands-on, in plain English, with as little math and as many revealing examples as possible. Levine and Stephan define each concept and technique in plain English, and then explain why it's important, when it's used, and how you can apply it yourself. This Second Edition is fully-updated. Along the way, Levine and Stephan also help you overcome common misconceptions about statistics, so you can use any statistical method more confidently and successfully. In this classic book, long-time CEO Robert Follett shows you exactly how to "keep score" in business by reading and interpreting company financials. Step by step, Follett helps you capture crucial insights buried in balance sheets, income statements, and other key financial reports. Follett shows how to apply core tools for analyzing financial reports and investment opportunities, and demystifies key accounting terms every manager and investor needs to know. This book won't turn you into an accountant, but it will enable you to work confidently with accountants, auditors, financial analysts, budget directors, controllers, treasurers, bankers, and brokers—and make more informed business decisions every single day. Thoroughly updated for current financial practices, How to Keep Score in Business, Second Edition covers all this, and much more.
Download or read book A Best Practice Process for Collaboration Based on Knowledge Created by Internal Coaches and Six Sigma Green Belts written by and published by Dr. Steve Pollock. This book was released on with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Six Sigma Statistics with EXCEL and MINITAB Chapter 9 Analysis of Variance written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-01 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a chapter from Six Sigma Statistics with Excel and MINITAB. This is a comprehensive and easy-to-use guide for understanding and using Excel and MINITAB programs for Six Sigma statistical data analysis. Each chapter includes relevant theory and technique, step-by-step exercises, case studies, graphical illustrations and screen shots for performing the techniques in both Excel and MINITAB.
Download or read book Introduction to Engineering Statistics and Lean Sigma written by Theodore T. Allen and published by Springer Science & Business Media. This book was released on 2010-04-23 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lean production, has long been regarded as critical to business success in many industries. Over the last ten years, instruction in six sigma has been increasingly linked with learning about the elements of lean production. Introduction to Engineering Statistics and Lean Sigma builds on the success of its first edition (Introduction to Engineering Statistics and Six Sigma) to reflect the growing importance of the "lean sigma" hybrid. As well as providing detailed definitions and case studies of all six sigma methods, Introduction to Engineering Statistics and Lean Sigma forms one of few sources on the relationship between operations research techniques and lean sigma. Readers will be given the information necessary to determine which sigma methods to apply in which situation, and to predict why and when a particular method may not be effective. Methods covered include: • control charts and advanced control charts, • failure mode and effects analysis, • Taguchi methods, • gauge R&R, and • genetic algorithms. The second edition also greatly expands the discussion of Design For Six Sigma (DFSS), which is critical for many organizations that seek to deliver desirable products that work first time. It incorporates recently emerging formulations of DFSS from industry leaders and offers more introductory material on the design of experiments, and on two level and full factorial experiments, to help improve student intuition-building and retention. The emphasis on lean production, combined with recent methods relating to Design for Six Sigma (DFSS), makes Introduction to Engineering Statistics and Lean Sigma a practical, up-to-date resource for advanced students, educators, and practitioners.
Download or read book Lean Six Sigma Using SigmaXL and Minitab written by Issa Bass and published by McGraw Hill Professional. This book was released on 2009-01-05 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effectively Execute Lean Six Sigma Projects using SigmaXL and Minitab Written by a Six Sigma Master Black Belt and a Ph.D., this practical guide to Lean Six Sigma project execution follows the DMAIC (Define, Measure, Analyze, Improve, and Control) roadmap. The many real-world examples used in the book offer in-depth theoretical analyses and are implemented using the two most popular statistical software suites--SigmaXL and Minitab. This expert resource covers Lean topics ranging from basic data analysis to complex design of experiments and statistical process control. Harness the power of SigmaXL and Minitab and enable sustained positive operational results throughout your organization with help from this authoritative guide. Lean Six Sigma Using SigmaXL and Minitab explains how to: Define the project goals, project manager, value statement, stakeholders, and risk Schedule tasks using the Gantt chart, critical path analysis, and program evaluation and review technique Capture the voice of internal and external customers Assess the cost of quality Gather data and measure process performance Perform process capabilities analysis Apply Lean Six Sigma metrics to determine baseline performance Implement analysis techniques such as Pareto analysis, value stream mapping, failure mode and effect analysis (FMEA), and regression analysis Identify constraints via factorial experiments, and implement process improvements Monitor production performance using statistical process control
Download or read book Six Sigma Statistics with EXCEL and MINITAB Chapter 6 Hypothesis Testing written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-01 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a chapter from Six Sigma Statistics with Excel and MINITAB. This is a comprehensive and easy-to-use guide for understanding and using Excel and MINITAB programs for Six Sigma statistical data analysis. Each chapter includes relevant theory and technique, step-by-step exercises, case studies, graphical illustrations and screen shots for performing the techniques in both Excel and MINITAB.
Download or read book Forecast Verification written by Ian T. Jolliffe and published by John Wiley & Sons. This book was released on 2012-01-25 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecast Verification: A Practioner's Guide in Atmospheric Science, 2nd Edition provides an indispensible guide to this area of active research by combining depth of information with a range of topics to appeal both to professional practitioners and researchers and postgraduates. The editors have succeeded in presenting chapters by a variety of the leading experts in the field while still retaining a cohesive and highly accessible style. The book balances explanations of concepts with clear and useful discussion of the main application areas. Reviews of first edition: "This book will provide a good reference, and I recommend it especially for developers and evaluators of statistical forecast systems." (Bulletin of the American Meteorological Society; April 2004) "...a good mixture of theory and practical applications...well organized and clearly written..." (Royal Statistical Society, Vol.168, No.1, January 2005) NEW to the second edition: Completely updated chapter on the Verification of Spatial Forecasts taking account of the wealth of new research in the area New separate chapters on Probability Forecasts and Ensemble Forecasts Includes new chapter on Forecasts of Extreme Events and Warnings Includes new chapter on Seasonal and Climate Forecasts Includes new Appendix on Verification Software Cover image credit: The triangle of barplots shows a novel use of colour for visualizing probability forecasts of ternary categories – see Fig 6b of Jupp et al. 2011, On the visualisation, verification and recalibration of ternary probabilistic forecasts, Phil. Trans. Roy. Soc. (in press).
Download or read book Six Sigma Quality Improvement with Minitab written by G. Robin Henderson and published by John Wiley & Sons. This book was released on 2011-06-28 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to enable readers to understand and implement, via the widely used statistical software package Minitab (Release 16), statistical methods fundamental to the Six Sigma approach to the continuous improvement of products, processes and services. The second edition includes the following new material: Pareto charts and Cause-and-Effect diagrams Time-weighted control charts cumulative sum (CUSUM) and exponentially weighted moving average (EWMA) Multivariate control charts Acceptance sampling by attributes and variables (not provided in Release 14) Tests of association using the chi-square distribution Logistic regression Taguchi experimental designs
Download or read book Applied Statistics for Engineers and Scientists written by David M. Levine and published by Pearson. This book was released on 2001 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: For courses in Probability and Statistics. This applied text for engineers and scientists, written in a non-theoretical manner, focuses on underlying principles that are important to students in a wide range of disciplines. It emphasizes the interpretation of results, the presentation and evaluation of assumptions, and the discussion of what should be done if the assumptions are violated. Integration of spreadsheet and statistical software (Microsoft Excel and Minitab) as well as in-depth coverage of quality and experimental design complete this treatment of statistics.
Download or read book Six Sigma Statistics with EXCEL and MINITAB Chapter 11 Design of Experiment written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-01 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a chapter from Six Sigma Statistics with Excel and MINITAB. This is a comprehensive and easy-to-use guide for understanding and using Excel and MINITAB programs for Six Sigma statistical data analysis. Each chapter includes relevant theory and technique, step-by-step exercises, case studies, graphical illustrations and screen shots for performing the techniques in both Excel and MINITAB.
Download or read book MARKETING RESEARCH written by ARORA, RICHA and published by PHI Learning Pvt. Ltd.. This book was released on 2012-10-16 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended primarily as a text for undergraduate and postgraduate students of Management, this compact yet comprehensive book discusses the multidimensional aspects of Marketing Research in an accessible manner. The book begins with an overview of marketing research, the type and scope of, and stages in marketing research, organization of marketing research in India, and research plan — its need, functions and types. Then it goes on to give a clear analysis of research design and its classification, descriptive and experimental research, as well as uses, methods and techniques in qualitative research. Besides, the book gives detailed description on marketing research process and attitude measurement, sampling methods and sample size determination, methods and techniques of data collection and data processing analysis. Finally, the book dwells on various statistical techniques, statistical packages, report writing, and different applications of marketing research in specific areas. Besides students, professionals engaged in marketing research would find the book very valuable. DISTINGUISHING FEATURES Provides indepth analysis of identifying, gathering, analyzing and interpreting primary and secondary data. Gives many examples, which are interspersed throughout the book, to illustrate the concepts discussed. Provides caselets for a better understanding of the topics covered.
