Application of Hypothesis Testing

簡介

This course offers an extension to the “Analysis” module on Lean Six Sigma methodology. Hypothesis testing is considered one of the important modules in decision analytics for managerial considerations based on the observations.

What is the target?

There are various data types and malicious manipulations and interpretations could be dangerous to strategic decisions on the Analysis stage during a Six Sigma Project, especially large-scaled projects. The course helps professionals and executives to have a correct decision making strategies based on correct usage of hypothesis testing types.

誰適合參加?

Specialists from Business Process Excellence, Market Research & Big Data, Quality Engineering, Process Engineering, Industrial Engineering, Pharmaceutical, Construction, Legal evidence, etc.

Teaching Methodology

1. Background theory
2. examples
3. case-study scenarios

證書

Certificate of Successful Completion will be awarded to students who have achieved attendance criteria.

課程大綱

1. Basic statistics & statistical terms
   •  Statistics recap
   • Statistical Terms
2. 假設檢驗
   • Theory, workflow & Applications
   • Classifications
   • The Frequently-used Hypothesis Testings
     • Theory
     • Mathematical calculations & 例子
     • Minitab Simulation examples
3. Industry specific Scenario Analysis
4. In-class practices
5. Useful References & Links