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Building Linear Mixed Models using JMP® Pro 15

Use  JMP Pro 15 to Handle Random and Fixed Effects, Repeated Measures, Random Coefficients and Variance Components



See how to:

  • Handle Random and Fixed Effects
  • Analyze a wide variety of linear mixed models easily and effectively
  • Analyze split-plot designs using an example that studies the effects of four process conditions on resistance in wafers
    • Understand how fitting Standard Least Squares can lead to incorrect inferences
    • Understand when JMP Pro 15 mixed model scripts are useful for split-plot designs
  • Analyze Repeated Measures, using an example that accounts for correlation between observations, to effectively understand treatment effects
    • Consider and compare alternative covariance structures and choose the best fit
  • Perform Individual Growth Analysis using Random Coefficients and an example that seeks to determine if any of three treatments had an effect on a growth response
  • Perform Variance Components Analysis using a measurement system study example

NOTE: Q&A is included at times 37:52 and 53:21.



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Use Videos and Resources to Practice JMP, JMP Pro, JMP Clinical and JMP Genomics.

1-hour live Mastering JMP webinars occur most Fridays from January through October. After each session, we hope you will use the video and resources shared by the presenting JMP Systems Engineers to practice what you saw.

Mastering JMP Videos are available here.