Sponsor(s): Sponsoring Section/Society: ASA-BIOMETRICS
Session Time: 8:30-10:20 Tuesday
Estimated Audience Size: 150-200
A/V Request: LCD Projection Panel (SVGA capable) with connection for laptop,Overhead, slide projector
Session Title: Issues in Using Regression, Classification Trees, and Neural Networks for Predicting Binary Outcomes
Theme Session: No Applied Session: Yes
Organizer: Ruthazer, Robin
Session Timing: 110 minutes total...please allocate Opening Remarks by Chair - 5 or 0 minutes First Speaker - 30 minutes (or 25) Second Speaker - 30 minutes Third Speaker - 30 minutes Discussant - 10 minutes (or none) Floor Discussion - 10 minutes (or 5 or 15)
Chair: Schmid, Christopher
1. A Comparision of Regression Models, Calssification Trees, and Neural Networks for the Prediction of Cardiac Complications Griffith, John
2. Logistic Regression - Tools for Measuring and Improving Predictive Accuracy Lee, Kerry L.
3. Hybrid CART-Logit for Classification and Segmentation Steinberg, Dan
Cardell, Scott N.
4. Neural Networks: Advantages and Limitations for Statistical Modeling Goodman, Philip H.
List of speakers who are nonmembers: None