Ensemble Methods for Combining Hub Model Outputs


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Documentation for package ‘hubEnsembles’ version 0.1.9

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component_outputs Example model output data for 'linear_pool()'
fweights Example weights data for 'simple_ensemble()'
linear_pool Compute ensemble model outputs as a linear pool, otherwise known as a distributional mixture, of component model outputs for each combination of model task, output type, and output type id. Supported output types include 'mean', 'quantile', 'cdf', and 'pmf'.
model_outputs Example model output data for 'simple_ensemble()'
simple_ensemble Compute ensemble model outputs by summarizing component model outputs for each combination of model task, output type, and output type id. Supported output types include 'mean', 'median', 'quantile', 'cdf', and 'pmf'.
weights Example weights data for 'linear_pool()'