This visual comparison shows that the predictions coming from the model-only simulations (scenario 0) have the widest spread in their distributions for all three models compared to model predictions obtained via constraining using subsequent data scenarios. Pairwise Kolmogorov-Smirnov tests for equal distributions were performed on the results from each model to evaluate whether updating the models with sequential data changed the distribution of predictions. Significance was determined using the Benjamini-Hochberg procedure for controlling the false discovery rate (q = 0.05). Apart from scenarios 2 and 3 for EPIFIL and scenarios 3 and 4 for LYMFASIM, all distributions were significantly different from one another (see S2 Supplementary Info...
BackgroundMathematical models are increasingly being used to evaluate strategies aiming to achieve t...
Early warning signals have been proposed to forecast the possibility of a critical transition, such ...
<p>Number of patterns discovered as a function of the number of evaluations with the different metho...
The boxplots show that by calibrating the models to data streams, more precise predictions are able ...
Four examples of predictions performed by our model, from various parts of the studied region. Each ...
The shaded regions show the weighted 95% percentile interval from the composite predictions of all t...
<p>At each second the value (blue), the shelter capacity, and the time scenario determine the rate ...
We perform a retrospective forecast experiment on the 1992 Landers sequence comparing the predictive...
A In the timer model (blue), exponential nuclear multiplication is stopped after a preset duration t...
<p>(A) Estimates of LF prevalence in Africa. Known filariasis free territories have been masked out ...
Comparisons between alternative scenarios are used in many disciplines from macroeconomics, through ...
<p><strong>Figure 2.</strong> Convergence of distributions constructed from increasingly long trajec...
<p>This was found by subtracting the number of times a pixel was predicted as present in the recent ...
An exploratory estimation of ARFIMA(p,d,q) models on agricultural spot and futures markets showed us...
Early warning signals have been proposed to forecast the possibility of a critical transition, such ...
BackgroundMathematical models are increasingly being used to evaluate strategies aiming to achieve t...
Early warning signals have been proposed to forecast the possibility of a critical transition, such ...
<p>Number of patterns discovered as a function of the number of evaluations with the different metho...
The boxplots show that by calibrating the models to data streams, more precise predictions are able ...
Four examples of predictions performed by our model, from various parts of the studied region. Each ...
The shaded regions show the weighted 95% percentile interval from the composite predictions of all t...
<p>At each second the value (blue), the shelter capacity, and the time scenario determine the rate ...
We perform a retrospective forecast experiment on the 1992 Landers sequence comparing the predictive...
A In the timer model (blue), exponential nuclear multiplication is stopped after a preset duration t...
<p>(A) Estimates of LF prevalence in Africa. Known filariasis free territories have been masked out ...
Comparisons between alternative scenarios are used in many disciplines from macroeconomics, through ...
<p><strong>Figure 2.</strong> Convergence of distributions constructed from increasingly long trajec...
<p>This was found by subtracting the number of times a pixel was predicted as present in the recent ...
An exploratory estimation of ARFIMA(p,d,q) models on agricultural spot and futures markets showed us...
Early warning signals have been proposed to forecast the possibility of a critical transition, such ...
BackgroundMathematical models are increasingly being used to evaluate strategies aiming to achieve t...
Early warning signals have been proposed to forecast the possibility of a critical transition, such ...
<p>Number of patterns discovered as a function of the number of evaluations with the different metho...