Swapping space for time and unfair tests of ecological models

Citation
Aj. Tyre et al., Swapping space for time and unfair tests of ecological models, AUSTRAL EC, 25(4), 2000, pp. 327-331
Citations number
9
Categorie Soggetti
Environment/Ecology
Journal title
AUSTRAL ECOLOGY
ISSN journal
14429985 → ACNP
Volume
25
Issue
4
Year of publication
2000
Pages
327 - 331
Database
ISI
SICI code
1442-9985(200008)25:4<327:SSFTAU>2.0.ZU;2-D
Abstract
Testing ecological models for management is an increasingly important part of the maturation of ecology as an applied science. Consequently, we need t o work at applying fair tests of models with adequate data. We demonstrate that a recent test of a discrete time, stochastic model was biased towards falsifying the predictions. If the model was a perfect description of reali ty, the test falsified the predictions 84% of the time. We introduce an alt ernative testing procedure for stochastic models, and show that it falsifie s the predictions only 5% of the time when the model is a perfect descripti on of reality. The example is used as a point of departure to discuss some of the philosophical aspects of model testing.