The Six Sigma Performance Handbook, Chapter 6 - Developing a Solution--Analyze Phase
The following is a chapter from Praveen Gupta's The Six Sigma Performance Handbook, which gives results-oriented help with Six Sigma initiatives. With this handbook, you will learn how to optimize performance and sustain breakthrough results. This book also gives a quick, straight forward tutorial on the use of the statistical tools which form the bases for Six Sigma project success. The handbook shows you how to simplify Six Sigma methods for cost-effective implementations that work best in your organization.
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Fishing for the CausesCauseandEffect Analysis
Looking for TroubleFMEA
Variability Is EvilMultivariable Analysis
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alternative hypothesis ANOVA test assumption brainstorming session Cause Cause cause-and-effect analysis cause-and-effect diagram CONSTANT INCOME correlation cyclical variation degree of freedom dependent dummy variable estimator evaluate example Excel factor families of variation feature advertising FEMA FIGURE fishbone diagram FMEA guilty H H H histograms Hypothesis testing ideas independent variables Ishikawa diagram level of significance method Microsoft Excel MODE AND EFFECTS Multicollinearity multivariable analysis multivariable chart normal distribution number of variables occurrence one-tailed One-way ANOVA percent plating process population proportions positional variation potential failure modes predict prioritize process control rack ranking reduce regression model reject null hypothesis reject the null relationship residuals risk root cause sample scatter plot shown in Fig Six Sigma project slope dummy soldering defects solve standard deviation Standard error Step t-distribution t-Ratio t-test tail TDIST function team members test statistics tion tool two-tailed test Type II error variance written as follows