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The ASQ CSSBB exam is required for obtaining the Six Sigma Black Belt certification and helps the candidates understand the DMAIC principles.
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Reference: http://asq.org/cert/six-sigma-black-belt
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ASQ CSSBB Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Management and Leadership | 17% | - Coaching and mentoring - Team leadership and conflict resolution - Performance metrics and balanced scorecard - Communication and presentation skills - Risk assessment and management |
| Enterprise-wide Deployment | 6% | - Team performance evaluation - Team formation and training - Organization objectives and deployment planning - Systems and change management |
| Process Optimization | 20% | - Process control and SPC - Lean tools and waste elimination - Value stream mapping - Process capability analysis (Cp, Cpk, Pp, Ppk) - Cycle time reduction - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Root cause analysis and corrective action - Measurement system analysis (MSA/Gage R&R) - Design of Experiments (DOE) |
| DFSS (Design for Six Sigma) | 12% | - Design for manufacturability - IDDOV (Identify, Define, Design, Optimize, Verify) - QFD (Quality Function Deployment) - Design for reliability and FMEA |
| DMAIC | 25% | - Define: VOC, VOB, project charter, SIPOC - Control: control plans, SPC, feedback monitoring - Analyze: hypothesis testing, ANOVA, regression, chi-square - Improve: DOE, response surface methodology, optimization - Measure: data collection, descriptive statistics, graphical analysis |
| Statistical Analysis | 20% | - Hypothesis testing (t-test, F-test, chi-square test) - Probability distributions (Normal, Binomial, Poisson, Exponential) - Descriptive statistics (mean, median, mode, std dev, variance) - Non-parametric tests - Inferential statistics and confidence intervals - Correlation and regression analysis - Analysis of variance (ANOVA) |
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