Lean Six Sigma Green Belt 2020

MOOC - Lean Six Sigma Green 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.

LSSGB.U7.E5.PC1
Apply hypothesis tests for means. Bloom: Apply
LSSGB.U7.E5.PC2
Apply hypothesis tests for variances. Bloom: Apply
LSSGB.U7.E5.PC3
Apply ANOVA. Interpret the results and the main effect and interaction plots. Bloom: Apply
LSSGB.U7.E5.PC4
Apply hypothesis tests for proportions. Bloom: Apply
LSSGB.U7.E5.PC5
Apply Chi-square goodness-of-fit test and Contingency tables. Bloom: Apply