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Six Sigma Statistics with EXCEL and MINITAB

Six Sigma Statistics with EXCEL and MINITAB
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 387
Release: 2007-07-18
Genre: Technology & Engineering
ISBN: 007154268X

Download Six Sigma Statistics with EXCEL and MINITAB Book in PDF, ePub and Kindle

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.


Lean Six Sigma Using SigmaXL and Minitab

Lean Six Sigma Using SigmaXL and Minitab
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 382
Release: 2009-01-05
Genre: Technology & Engineering
ISBN: 0071626212

Download Lean Six Sigma Using SigmaXL and Minitab Book in PDF, ePub and Kindle

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


Six Sigma Statistics with EXCEL and MINITAB, Chapter 9 - Analysis of Variance

Six Sigma Statistics with EXCEL and MINITAB, Chapter 9 - Analysis of Variance
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 31
Release: 2007-07-01
Genre: Business & Economics
ISBN: 0071735437

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 9 - Analysis of Variance Book in PDF, ePub and Kindle

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.


Six Sigma Statistics with EXCEL and MINITAB, Chapter 11 - Design of Experiment

Six Sigma Statistics with EXCEL and MINITAB, Chapter 11 - Design of Experiment
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 18
Release: 2007-07-01
Genre: Business & Economics
ISBN: 0071735453

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 11 - Design of Experiment Book in PDF, ePub and Kindle

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.


Six Sigma Statistics with EXCEL and MINITAB, Chapter 2 - An Overview of Minitab and Microsoft Excel

Six Sigma Statistics with EXCEL and MINITAB, Chapter 2 - An Overview of Minitab and Microsoft Excel
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 22
Release: 2007-07-01
Genre: Business & Economics
ISBN: 0071735364

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 2 - An Overview of Minitab and Microsoft Excel Book in PDF, ePub and Kindle

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.


Six Sigma Statistics with EXCEL and MINITAB, Chapter 7 - Statistical Process Control

Six Sigma Statistics with EXCEL and MINITAB, Chapter 7 - Statistical Process Control
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 30
Release: 2007-07-01
Genre: Business & Economics
ISBN: 0071735410

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 7 - Statistical Process Control Book in PDF, ePub and Kindle

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.


Six Sigma Statistics with EXCEL and MINITAB, Chapter 6 - Hypothesis Testing

Six Sigma Statistics with EXCEL and MINITAB, Chapter 6 - Hypothesis Testing
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 28
Release: 2007-07-01
Genre: Business & Economics
ISBN: 0071735402

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 6 - Hypothesis Testing Book in PDF, ePub and Kindle

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.


Six Sigma Statistics with EXCEL and MINITAB, Chapter 13 - Measurement Systems Analysis -- MSA: Is Your Measurement Process Lying to You?

Six Sigma Statistics with EXCEL and MINITAB, Chapter 13 - Measurement Systems Analysis -- MSA: Is Your Measurement Process Lying to You?
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 29
Release: 2007-07-01
Genre: Business & Economics
ISBN: 007173547X

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 13 - Measurement Systems Analysis -- MSA: Is Your Measurement Process Lying to You? Book in PDF, ePub and Kindle

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.


Six Sigma Statistics with EXCEL and MINITAB, Chapter 14 - Nonparametric Statistics

Six Sigma Statistics with EXCEL and MINITAB, Chapter 14 - Nonparametric Statistics
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 22
Release: 2007-07-01
Genre: Business & Economics
ISBN: 0071735488

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 14 - Nonparametric Statistics Book in PDF, ePub and Kindle

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.


Six Sigma Statistics with EXCEL and MINITAB, Chapter 10 - Regression Analysis

Six Sigma Statistics with EXCEL and MINITAB, Chapter 10 - Regression Analysis
Author: Issa Bass
Publisher: McGraw Hill Professional
Total Pages: 48
Release: 2007-07-01
Genre: Business & Economics
ISBN: 0071735445

Download Six Sigma Statistics with EXCEL and MINITAB, Chapter 10 - Regression Analysis Book in PDF, ePub and Kindle

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.