Integrated Discriminatory Improvement

Version 1.3.0.0 (1.88 KB) by Louis
Compare a old vs new classification technique
328 Downloads
Updated 9 Oct 2013

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Integrated Discrimination Improvement (IDI)
Usage:
[IDI , pval ] = IntegratedDiscriminationImprovement( pred_old , pred_new , outcome )

Compare a old vs new classification technique
http://www.epibiostat.ucsf.edu/courses/RoadmapK12/SIGS/Pencina.pdf
Statist. Med. (in press) (www.interscience.wiley.com) DOI: 10.1002/sim.2929
Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond
Michael J. Pencina Ralph B. Dgostino Sr Ralph B. Dgostino Jr and Ramachandran S. Vasan

(c) Louis Mayaud, 2011 (louis.mayaud@gmail.com)
Please reference :
Mayaud, Louis, et al. "Dynamic Data During Hypotensive Episode Improves
Mortality Predictions Among Patients With Sepsis and Hypotension*."
Critical care medicine 41.4 (2013): 954-962.

Cite As

Louis (2024). Integrated Discriminatory Improvement (https://www.mathworks.com/matlabcentral/fileexchange/43199-integrated-discriminatory-improvement), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2013a
Compatible with any release
Platform Compatibility
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Version Published Release Notes
1.3.0.0

Removed pre-cal

1.1.0.0

Update figure

1.0.0.0