Sample size calculation to externally validate scoring systems based on logistic regression models.

Antonio Palazón-BruDavid Manuel Folgado-de la RosaErnesto Cortés-CastellMaría Teresa López-CascalesVicente Francisco Gil-Guillén

Published in: PloS one (2017)

An algorithm is provided for finding the appropriate sample size to validate scoring systems based on binary logistic regression models. This could be applied to determine the sample size in other similar cases.

Keyphrases

machine learning
deep learning
ionic liquid