Six Sigma Statistics with Excel and Minitab, Second Edition

Six Sigma Statistics with Excel and Minitab, Second Edition
By:Bass, Issa
Pub Date:July 6th 2018
Format:Mixed media product 352 pages
ISBN:0071838759 / 9780071838757
Your Price:$60.00 ADD TO CART
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Main description

Unleash the full improvement potential of Six Sigma statistical techniques by using Excel and/or Minitab to design experiments, sample strategies, compare variances, and conduct analyses.

Six Sigma Statistics with Excel and Minitab, Second Edition shows how to create reports, run analyses, and interpret results using these two widely used statistical software tools. This practical guide provides the perfect toolbox of theory, illustrations, explanations, exercises, and case studies both in the book and on an affiliated website to show how to use Excel and Minitab in conjunction with Six Sigma for an ideal improvement package. It reviews the quality tools that require Excel and/or Minitab, including measurement system analysis, SPC, the Taguchi method, and process capability analysis.

  • Affiliated website contains all 75 Excel/Minitab examples from book, plus at least 25 extras that aren't included in the print version
  • Written by a Six Sigma Master Black Belt known for his expertise with statistics
  • Includes detailed graphics and real-world examples that can be applied to any industry


Table of contents

Ch 1 Introduction Introduction to Statistics * What is Six Sigma *Six Sigma, a Statistical Definition * Statistics, Six Sigma and Quality control Ch 2 Intro to Minitab and Excel Navigating in Minitab * Excel for Statistical Analysis * Charts and Graphs * Excel Applications * Minitab Applications *Examples Ch 3 Descriptive Statistics Measures of Central Tendency * Measures of Dispersion * Range *Mean Deviation * Variance * Standard Deviation * Ch 4 Introduction to Probability Discrete and continuous distributions * Discrete Distributions * Continuous Distributions Ch 5 Sampling Distribution Central Limit Theorem* Sampling Distribution for the Mean * Sampling Distribution for Proportions * Estimating Populations with Large Sample sizes * Estimating Populations with small sample sizes and sigma unknown * Estimating Sample sizes * Minitab and Excel exercises Ch 6 Hypothesis Testing How to conduct a Hypothesis Test *Testing for a population mean * Testing for proportions * Statistical Inference about two Populations Ch 7 Statistical Process Control How to build a control Chart * The WECO Rules * Control Charts in Minitab * Types of Control Charts Ch 8 Process Capability Analysis Definition of Process Capability Analysis * Process Capability with Normal Data * Process Capability in Minitab Ch 9 Analysis Of Variance Completely Randomized Experimental Design One Way ANOVA * The Randomized Block Design Two Way ANOVA* Analysis of Mean ANOM Ch 10 Regression Analysis Simple Linear Regression and Correlation Analysis * Multiple Regression Analysis Ch 11 Design of Experiment Factorial Design with Two Factors * Factorial Design with More than Two Factors * Fractional Factorial Designs Ch 12 Taguchi Method Taguchi's Loss Function * Taguchi's Design Ch 13 Measurement System Analysis MSA Overview * Variations due to Precision * Variations due to Accuracy Ch 14 Nonparametric Statistics Chi Square test * Run Test * Friedman Test * Mann Whitney test * Krustal-Wallis Test Ch 15 Basic Quality Tools Pareto Analysis * Cause and Effect Diagram


Backcover

Author Information


Issa Bass (Memphis, TN) is the founding editor of SixSigmaFirst.com. He worked as a Quality Manager and Senior Operations Manager for Cingular Wireless and as a Six Sigma Master Black Belt and Six Sigma Project Manager for Kenco Group, Inc.; he is the author of Six Sigma Statistics with Minitab and Excel (M-H, 2006).

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