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As a consequence, vast resources are devoted to the task of predicting the outcomes of diffusion processes, but the quality of such predictions is often poor.
Parameter uncertainty leading to inaccurate predictions is often present when kinetic models with nonlinear rate equations are considered.
Heteroscedasticity, i.e. for continuous dependent variables typically an increasing dispersion of residuals with increasing predictions, is often observed in models linking field- and remotely sensed data.
Assessing the novelty of predictions is often challenging.
Second, a blended prediction aggregated from the entire community of predictions is often more accurate than any individual prediction (G.Stolovitzky, personal communication).
However, quantifying climate impacts on populations in order to derive generally applicable predictions is often hampered by strongly nonlinear responses modified by species-specific life histories [ 2] and/or ecosystem complexity [ 3, 4].
Similar(53)
Despite the effort to combine these risk factors into risk scores and algorithms to predict suicide risk, [ 15- 17] the predictions are often too poor to be clinically useful [ 18, 19].
Many university courses do not interview students and the most significant factor can be the grades predicted by schools - but there were warnings that these predictions are often incorrect.
Predictions are often biased, and predictions of one's feelings are more biased than most.
And stale older predictions are often dropped, said Tim Gaumer, its director of fundamental research.
Political decisions and predictions are often made on the basis of misleading data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com