What you will learn in this 2 day workshop? (Paid workshop)
Design of Experiments (DOE) (With simulation games and interactive practice)
1. Terminology
Define basic DOE terms, e.g.,
independent and dependent
variables, factors and levels,
response, treatment, error,
nested. (Understand)
2. Design principles
Define and apply DOE principles,
e.g., power, sample size,
balance, repetition, replication,
order, efficiency, randomization,
blocking, interaction, confounding,
resolution. (Apply)
3. Planning experiments
Plan and evaluate DOEs by
determining the objective, selecting
appropriate factors, responses,
and measurement methods, and
choosing the appropriate design.
(Evaluate)
4. One-factor experiments
Design and conduct completely
randomized, randomized block,
and Latin square designs, and
evaluate their results. (Evaluate)
5. Two-level fractional
factorial experiments
Design, analyze, and interpret
these types of experiments, and
describe how confounding can
affect their use. (Evaluate)
6. Full factorial experiments
Design, conduct, and analyze these
types of experiments. (Evaluate)
7. Fractional Factorial Experiments
Designs, Confounding Effects
Experimental Resolution
