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Design, measurement, analysis and visualization in SyStat Chong Ho Yu, Ph.D. Instruction, Research and Infrastructure Support Arizona State University March 28, 2000
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What is the position of SyStat? SPSS has specific modules for different functions and purposes. SyStat packs virtually everything into one package. Examples…
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Design of experiment SPSS’s Trial Run is made for DOE only. Include Response Surface Design
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Design of Experiment SyStat has a built-in DOE module but is less powerful. For more info: http://seamonkey.ed.asu.edu/~alex/teaching/WBI/tr.html http://seamonkey.ed.asu.edu/~alex/teaching/WBI/tr.html
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Missing Data Analysis There is a plug-in for MDA running within SPSS. The method is Expectation Maximization (EM). SyStat has a built-in MDA but is less powerful. More info: http://www.utexas.edu/cc/faqs/stat/ general/gen25.html http://www.utexas.edu/cc/faqs/stat/ general/gen25.html
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Other built-in features Resampling Stat is specific for resampling while SyStat has a built-in bootstrap function. For more info: http://seamonkey.ed.asu.edu/~alex/teaching/WBI /resampling.html http://seamonkey.ed.asu.edu/~alex/teaching/WBI /resampling.html Biolog is for analysis of Item Response Theory while SyStat has a built-in tool for that. For more info: http://seamonkey.ed.asu.edu/~alex/teaching/WBI /measurement.html http://seamonkey.ed.asu.edu/~alex/teaching/WBI /measurement.html
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Other built-in features SAS/Insight, JMP, and DataDesk are for data visualization while multivariate visualization is embedded in SyStat.
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Function plot A regression model is essentially a function. Visualize multivariate relationships. Can also be done in Mathematica and Maple, but SyStat is easier. Regression mesh surface (Dynamic explorer) Contour Moasic
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Function plot
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Parallel Coordinate Display Examine response pattern across variables Used to be conducted in BMDP Diamond, but SyStat has this feature Unstandardized PCD may not be useful when the scales vary.
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Parallel Coordinate Display
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New feature Express Graph Work with SAS 6.12 Use SAS statistical procedures but SyStat graphics
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Conclusion One package for everything? Good enough for students but researchers still need specific tools for different jobs.
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