Lean Six Sigma Black Belt 2020

MOOC - Lean Six Sigma Black Belt

Level IV – Creating Capable Processes

The Unit \'Creating Capable Processes\' focuses on reducing variation in a stable process with the objective to create a process capable of meeting customer requirements. This Unit reviews the application of Six Sigma and statistical tools used to assure a valid and reliable performance measurement system, to collect data and to analyze the performance of processes. Six Sigma focuses on quality breakthrough improvement projects. All Level IV Learning Elements and Performance Criteria follow the DMAIC structure.


Tests for means, variances and proportions:

The Learning Element ‘Tests for means, variances and proportions’ reviews the most common hypothesis tests to investigate the difference between population means (μ); difference in variances (σ); difference in proportion (p) and difference in counts (λ). Also the ANOVA analysis is reviewed.

LSSBB.U7.E5.PC1
Apply and analyze hypothesis tests for means. Bloom: Analyze
LSSBB.U7.E5.PC2
Apply and analyze hypothesis tests for variances. Bloom: Analyze
LSSBB.U7.E5.PC3
Apply ANOVA. Analyze the results and the main effect and interaction plots. Bloom: Analyze
LSSBB.U7.E5.PC4
Apply and analyze hypothesis tests for proportions. Bloom: Analyze
LSSBB.U7.E5.PC5
Apply and analyze Chi-square goodness-of-fit test and Contingency tables. Bloom: Analyze
LSSBB.U7.E5.PC6
Apply and analyze non-parametric tests: Mann-Whitney, Kruskal Wallis and Mood\'s median test. Bloom: Analyze