JSM 2015 Preliminary Program

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Legend: Washington State Convention Center = CC, Sheraton Seattle = S, Grand Hyatt = GH and The Conference Center = TCC
* = applied session       ! = JSM meeting theme

Activity Details

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CE_37T Wed, 8/12/2015, 3:00 PM - 4:45 PM S-Grand Ballroom A
Interactive Model Building in JMP Pro (ADDED FEE) — Professional Development Computer Technology Workshop
ASA , SAS
Building and comparing predictive models can be time consuming. However, JMP Pro Statistical Software from SAS provides a variety of tools (interactive graphs, data preparation, and analytics platforms) to help speed up the process. In this workshop, we use case studies to illustrate the model-building process in JMP. First, we look at data preparation and exploratory data analysis before building models. Then we consider a variety of modeling techniques: multiple linear and logistic regression, penalized regression, and classification and regression trees. We take advantage of JMP tools such as the Prediction Profiler and Interactive Solution Path in choosing a final model among candidate models. Finally we use the Model Comparison platform in JMP to compare a variety of competing models. Background theoretical and technical details behind the modeling techniques are provided in addition to examples of their use in JMP.
Instructor(s): Mia Stephens, SAS Institute, Clay Barker, SAS Institute, Michael Crotty, SAS Institute




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