The Integrated Calibration Index (ICI) and related metrics for quantifying the calibration of logistic regression models
Sign Up to like & getrecommendations! Published in 2019 at "Statistics in Medicine"
DOI: 10.1002/sim.8281
Abstract: Assessing the calibration of methods for estimating the probability of the occurrence of a binary outcome is an important aspect of validating the performance of risk‐prediction algorithms. Calibration commonly refers to the agreement between predicted… read more here.
Keywords: index; regression; ici; integrated calibration ... See more keywords
How to evaluate community predictions without thresholding?
Sign Up to like & getrecommendations! Published in 2019 at "Methods in Ecology and Evolution"
DOI: 10.1111/2041-210x.13312
Abstract: Stacked species distribution models (S‐SDM) provide a tool to make spatial predictions about communities by first modelling individual species and then stacking the modelled predictions to form assemblages. The evaluation of the predictive performance is… read more here.
Keywords: community; predicted probabilities; community predictions; probabilities occurrence ... See more keywords