Design of Experiments

The Design of Experiments (DoE) provides a structured way to design and conduct experiments. DoE includes a series of applied statistics tools that systematically classify and quantify cause and effect relations between variables and outputs in the studied process or phenomenon. It allows us to screen many factors to determine which are worthy of deeper investigation. DoE is widely used as a statistical method applied in different fields of science and industry. DoE supports the design, development, and optimization of products and processes (error & trial vs. informed approach).

2:26 Why and What is the Design of Experiment
9:09 Determining Interactions, Factors, and Levels
14:41 Types of Investigation
19:28 Screening and Characterization
22:07 Optimization
23:30 Check List
25:11 Take Away