Statistical Mistakes

The statistical reviewer's handbook

Prediction

  1. Cawley GC, Talbot NLC. On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation. J Machine Learn Res 2010;11:2079-2107.
  2. Steyerberg EW, Harrell Jr. FE. Prediction models need appropriate internal, internal-external, and external validation. J Clin Epidemiol 2015, April 18.
  3. Steyerberg EW, Harrell FE Jr, 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.
  4. Steyerberg EW, Vergouwe Y. Towards better clinical prediction models: seven steps for development and an ABCD for validation. European Heart Journal 2014;35:1925–1931.
  5. Steyerberg EW, Vickers AJ, Cook NR, Gerds T, Gonen M, Obuchowski N, Pencina MJ, Kattan MW. Assessing the performance of prediction models: a framework for some traditional and novel measures. Epidemiology 2010;21:128–138.