Experiment Design

Notes on topics in experiment design, including factorial and fractional factorial designs, composite designs, Monte Carlo, and general linear models.





Experiment Design


Introduction to Experiment Design

An introduction to concepts and notation in experiment design.




Response Surfaces


Linear Response Surface Models

Basics of creating linear response surface models.

Goodness of Fit Measures

Goodness of fit measures for determining how well a response surface model represents the underlying variance in the data.

Goodness of Fit Measures

Applying least squares models to the response surface methodology.




Monte Carlo


Sampling Input Distributions

Monte Carlo method to sample response surface input variable distributions.