A causal flow approach for the evaluation of global climate models
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Climatology"
DOI: 10.1002/joc.6470
Abstract: © 2020 Royal Meteorological Society Global climate models (GCMs) are generally used to forecast weather, understand the present climate, and project climate change. Their reliability usually rests on their capability to represent climatic processes, and… read more here.
Keywords: climate; models causal; evaluation; approach ... See more keywords
Predictive models aren't for causal inference.
Sign Up to like & getrecommendations! Published in 2022 at "Ecology letters"
DOI: 10.1111/ele.14033
Abstract: Ecologists often rely on observational data to understand causal relationships. Although observational causal inference methodologies exist, predictive techniques such as model selection based on information criterion (e.g. AIC) remains a common approach used to understand… read more here.
Keywords: predictive models; causal inference; models causal; causal ... See more keywords