American Statistical Association
New York City
Metropolitan Area Chapter

Memorial Sloan-Kettering Cancer Center
Biostatistics Seminar



Mithat Gönen, Ph.D.
Department of Epidemiology & Biostatistics
Memorial Sloan-Kettering Cancer Center

MODEL-BASED CONCORDANCE FOR
EXTERNAL VALIDATION OF PREDICTIVE MODELS

Model-based concordance (MBC) measures provide consistent estimates of apparent discrimination under random censoring. Their use in external validation settings is problematic since they assume the model is correctly specified. In this talk, I will describe how this can be improved by incorporating the calibration slope in the estimation of MBC using external validation data. Performance of MBC and its competitors are examined by simulation and applied to a data set with very high (~90%) censoring.

This is joint work with
David van Klaveren, Ewout Steyerberg and
Yvonne Vergouwe of Erasmus University, Rotterdam, The Netherlands.


Date: Wednesday, November 19, 2014
Time: 4:00 - 5:00 P.M.
Location: Memorial Sloan-Kettering Cancer Center
Department of Epidemiology and Biostatistics
307 East 63rd Street
(between First and Second Avenues)
3rd Floor Conference Room
New York, New York
Note: To gain access to the building, please follow the directions by the telephone in the foyer.

RESERVATIONS ARE NOT REQUIRED


The World of Statistics
Home Page | Chapter News | Chapter Officers | Chapter Events
Other Metro Area Events | ASA National Home Page | Links To Other Websites
NYC ASA Chapter Constitution | NYC ASA Chapter By-Laws

Page last modified on November 22, 2014

Copyright © 1998-2014 by New York City Metropolitan Area Chapter of the ASA
Designed and maintained by Cynthia Scherer
Send questions or comments to nycasa@mindspring.com