Mixture Design of Experiments Using JMP
Duration: 1.0 day
CEUs: 0.6
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This course discusses basic and advanced concepts related to the design and analysis of mixture experiments. It presents simplex lattice designs, simplex centroid designs, extreme vertices with linear constraints, and custom mixture designs with other independent factors.
Learn how to
- select factors and responses for a mixture design of experiments
- create and analyze simplex lattice designs and simplex centroid designs
- create and analyze extreme vertices designs with linear constraints
- create and analyze optimal and custom mixture designs.
Who should attend
Engineers and scientists who have completed design-of-experiments training and want to design and analyze mixture experiments available in JMP software
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Prerequisites
Before attending this course, you should have completed the
JMP Software: Statistical Data Exploration course. Other suggested courses include the
JMP Software: ANOVA and Regression course and the
JMP Software: Design and Analysis of Experiments course. However, the additional courses are not required.
Course Contents
Introduction
- general use and definition of mixture designs
- selecting factors and responses for mixture designs
Simplex Lattice Designs
- simplex lattice design definition
- design demonstration, analysis, and exercises
Simplex Centroid Designs
- simplex centroid design definition
- ABCD design definition
- design demonstration, analysis, and exercises
Extreme Vertices Designs with Linear Constraints
- extreme vertices design definition
- design demonstration, analysis, and exercises
Optimal and Custom Mixture Designs
- optimal design definition
- custom mixture design definition
- integration of dependent and independent factors into one experiment
- design demonstration, analysis, and exercises
Software
This course addresses JMP.
Course Materials
Students receive a hardcopy of the course notes and, in some courses, can choose to take home a copy of the course data.
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Not currently scheduled.
Available for
on-site training or can be scheduled at any SAS training facility
if demand warrants.
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