JMP Software: Classic Design of Experiments

Duration: 2.0 days
Course fee:
EPTO units: .
CEUs: 1.2

Available for on-site training or can be scheduled at any SAS training facility if demand warrants.

This course teaches you how to design and analyze experiments. Designed experiments can help optimize the process response or identify the vital few factors that drive your product or process. The course emphasizes the principles of experimental design and includes screening designs and response surface designs.

Learn how to

explain the fundamental principles of designed experiments
generate and analyze full factorial, fractional factorial, split-plot, and screening designs including designs with blocking factors
create and analyze classic response surface designs
use the custom design tool.

Who should attend

Anyone who would like to understand and improve process design, such as engineers, scientists, and Six Sigma practitioners

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Prerequisites

Before attending this course, it is recommended you

complete the JMP Software: Statistical Data Exploration course or have equivalent experience
complete the JMP Software: ANOVA and Regression course or have equivalent experience
have some knowledge of the basic tenets of design of experiments.

Course Contents

Introduction to Design and Analysis of Experiments

review of basic statistical concepts
introduction to experimental design
completely randomized designs

Multiple Factor Designs and Blocking

randomized complete block design
randomized incomplete block design
split plot designs
full factorial designs
the 2^k factorial design

Screening Designs

full factorial screening designs
fractional factorial designs
blocking with screening designs

Response Surface Methodology

concepts and terms
classic response surface designs for second-order models
steepest ascent method

Custom Designs

custom design generation
custom response surface designs

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.

Share Your Thoughts

Are there additional topics you'd like for this course to address? Would you like for this course to be offered at another training facility? Let us know by adding to our Interest List.

Course fee and EPTO units will differ for on-site training.

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