ARI Dataset

These are the datasets analyzed in Chapter 14 of Regression Modeling Strategies and in 1. The main dataset is ari, and a file ari_other.sav contains the derived variables Sc, Y, Y.death which are cluster scores and outcome variables. See 2 for more information about the study.

[1] Frank E. Harrell, Peter A. Margolis, Sandy Gove, Karen E. Mason, E. Kim Mulholland, Deborah Lehmann, Lulu Muhe, Salvacion Gatchalian, and Heinz F. Eichenwald. Development of a clinical prediction model for an ordinal outcome: The World Health Organization ARI Multicentre Study of clinical signs and etiologic agents of pneumonia, sepsis, and meningitis in young infants. Stat Med, 17:909-944, 1998.
[2] Peter Margolis, E. Kim Mulholland, Frank E. Harrell, Sandy Gove, and the WHO Young Infants Study Group. Clinical prediction of serious bacterial infections in young infants in developing countries. Pediatric Infectious Disease Journal, 18S:S23-S31, 1999.

Topic revision: r3 - 17 Jan 2008, FrankHarrell

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