Journal of Clinical Epidemiology
Volume 63, Issue 8 , Pages 938-939 , August 2010

Use of Brier score to assess binary predictions

References 

  1. Brier GW. Verification of forecasts expressed in terms of probability. Mon Weather Rev. 1950;78:1–3
  2. Itoh S, Ikeda M, Mori Y, Suzuki K, Sawaki A, Iwano S, et al. Lung: feasibility of a method for changing tube current during low-dose helical CT. Radiology. 2002;224:905–912
  3. Vergouwe Y, Steyerberg EW, Eijkemans MJ, Habbema JD. Substantial effective sample sizes were required for external validation studies of predictive logistic regression models. J Clin Epidemiol. 2005;58:475–483
  4. Huo D, Senie RT, Daly M, Buys SS, Cummings S, Ogutha J, et al. Prediction of BRCA mutations using the BRCAPRO model in clinic-based African American, Hispanic, and other minority families in the United States. J Clin Oncol. 2009;27:1184–1190
  5. Steyerberg EW. Clinical prediction models. New York, NY: Springer; 2009;
  6. Harrison DA, Brady AR, Parry GJ, Carpenter JR, Rowan K. Recalibration of risk prediction models in a large multicenter cohort of admissions to adult, general critical care units in the United Kingdom. Cri Care Med. 2006;34:1378–1388
  7. Steyerberg EW, Harrell FE, Borsboom GJ, Eijkemans MJ, Vergouwe Y, Habbema JD. Internal validation of predictive models: efficiency of some procedures for logistic regression analysis. J Clin Epidemiol. 2001;54:774–781
  8. Redelmeier DA, Bloch DA, Hickam DH. Assessing predictive accuracy: how to compare Brier scores. J Clin Epidemiol. 1991;44:1141–1146
  9. Lix LM, Yogendran MS, Leslie WD, Shaw SY, Baumgartner R, Bowman C, et al. Using multiple data features improved the validity of osteoporosis case ascertainment from administrative databases. J Clin Epidemiol. 2008;61:1250–1260
  10. Spiegelhalter DJ. Probabilistic prediction in patient management and clinical trials. Stat Med. 1986;5:421–433
  11. Gneiting T, Raftery AE. Strictly proper scoring rules, prediction, and estimation. J Am Stat Assoc. 2007;102:359–378
  12. Murphy AH. Scalar and vector partitions of the probability score: Part I. Two-state situation. J Appl Meteorol. 1972;11:273–282
  13. StataCorp. STATA, reference A-F. Stata Corporation; 2003.

PII: S0895-4356(09)00363-1

doi: 10.1016/j.jclinepi.2009.11.009

Journal of Clinical Epidemiology
Volume 63, Issue 8 , Pages 938-939 , August 2010

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