Introduction
to the Math of DOE is a workshop for scientists, chemists,
troubleshooters, and engineers who wish to understand the mathematics
behind DOE calculations. The math is done by hand.
Benefits
of the Workshop
You will
know how to calculate b-coefficients by hand.
You will
be able to create graphs to test for consistent estimates of the
standard deviation.
You will
be able to calcuate confidence limits for b-coefficients and
predictions.
You will
be able to calcuate prediction limits for predictions.
You will
be able to calculate design quality parameters
In
2 days you will learn
How to
use matrix mathematics to build a model.
How to
calculate uncertainties in your model parameters and predictions.
How to
create a Normal Probability Plot, a Predictions vs. Residuals
Plot, and a Box-Cox Plot..
How to
judge the number of accurate decimal places in your results.
How to
calculate VIF's.
How to
calculate a correlation matrix.
How to
code responses for desirability and use a grid search technique
to find Sweet Spots
This
is What Happens During the Training
You will
review basic principles of matrix mathematics.
You will
build a model from data collected using a designed experiment
using only hand calculations. You will perform an entire Response
Surface Analysis by hand.
You will
learn to calculate design quality parameters and use them to
judge the overall quality of a design.
Prerequisites
You need to have taken "Performing Objective
Experiments" or its equivalent. You need to enjoy mathematics
and performing hand calculations.
