JSM 2015 Online Program

Online Program Home
My Program

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

Activity Details

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
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

For program information, contact the JSM Registration Department or phone (888) 231-3473.

For Professional Development information, contact the Education Department.

The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.

2015 JSM Online Program Home