Response Surfaces, Mixtures, and Model Building
Completed by Pratik Sharma
June 20, 2024
13 hours (approximately)
Pratik Sharma's account is verified. Coursera certifies their successful completion of Response Surfaces, Mixtures, and Model Building
What you will learn
Conduct experiments w/computer models and understand how least squares regression is used to build an empirical model from experimental design data
Understand the response surface methodology strategy to conduct experiments where system optimization is the objective
Recognize how the response surface approach can be used for experiments where the factors are the components of a mixture
Recognize where the objective of the experiment is to minimize the variability transmitted into the response from uncontrollable factors
Skills you will gain
- Category: Statistical Methods
- Category: Simulations
- Category: Design Strategies
- Category: Model Evaluation
- Category: Statistical Modeling
- Category: Mathematical Modeling
- Category: Regression Analysis
- Category: Statistical Inference
- Category: Experimentation
- Category: Analysis
- Category: Model Optimization
- Category: Statistical Analysis
