Statistical Mistakes

Misuse of statistical inference in medical research

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.