The Math of DOE and Regression

The Math of DOE and Regression is an eCourse for scientists, chemists, troubleshooters, and engineers in the math behind Design of Experiments, Response Surface Methodology, and regression analysis. 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

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

Prerequisites

"Performing Objective Experiments" or "Objective Chemical Experiments" is strongly recommended.

Personal Coaching

You will be assigned a personal coach to assist you and answer all of your questions.
Learn about our coaches.

Price

Access to all eCourses and coaching is $75 per month.

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