Non-Linear Modeling and (Dose Response/Potency)

Course Description

This course is specifically designed to meet the analytical needs of those individuals working within FDA regulated industries. Areas of focus are regression and linear and nonlinear modeling.

Audience

This course is required for those individuals that directly work with assay development and method validation. Further, it may be helpful for those individuals that work with process characterization and generation of predictive models.

Prerequisites

Engineering Statistics and Data Analysis is a recommended prerequisite.

8 Hours

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Contact Information

Email
paulette@pyyoungassociates.com

Phone
1 (650) 967-2700

Address
P.O. Box 2103
Sunnyvale, CA 94087-0103

Course Objectives

Upon completion of the course the participants will be able to:

Determine the best fit for linear models
Identify when nonlinear models may be appropriate
Select and fit nonlinear models
Evaluate and predict performance from nonlinear models • Evaluate the lack of fit from nonlinear models
Determine EC50 and relative potency using JMP

Course Outline:

Basics of Linear Modeling
Linear Regression Sniper Plots Fit Special

Nonlinear Models
Nonlinear platform
Model selection
Model evaluation
Adding X factors

Bio Assay and Relative Potency
EC50
Potency and Relative Potency
JMP Bioassay Addin

Nonlinear DOE