The JMP manual, "Basic Regression Models" ("Models and Multivariate Models" in JMP 10), describes how to use the split-plot approach and the multivariate approach to analysis with random effects.
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approach
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Corresponding section of the manual
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Sample data
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| Segmentation |
Standard Least Squares: Random Effects Split-Plot Design Example |
Animals.jmp |
| Multivariate |
Multiple Response Variables Repeated Measures Example |
Dogs.jmp |
For a detailed comparison of the two approaches, please refer to the pdf file (available from the "Attachments" on the right). (The data used in the pdf file is stored in a zip file (available from the "Attachments" on the right).)
This post originally written in Japanese and has been translated for your convenience. When you reply, it will also be translated back to Japanese.