plot.mixture: Plot an object of class mixture

Description Usage Arguments Value Author(s) See Also

Description

provides different diagnostic plots for an aggregation procedure.

Usage

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## S3 method for class 'mixture'
plot(x, pause = FALSE, col = NULL, ...)

Arguments

x

an object of class mixture

pause

if set to TRUE (default) displays the plots separately, otherwise on a single page

col

the color to use to represent each experts, if set to NULL (default) use RRColorBrewer::brewer.pal(...,"Spectral"

...

additional plotting parameters

Value

plots representing: plot of weights of each expert in function of time, boxplots of these weights, cumulative loss L_T=∑_{t=1}^T l_{i,t} of each expert in function of time, cumulative residuals ∑_{t=1}^T (y_t-f_{i,t}) of each expert's forecast in function of time, average loss suffered by the experts and the contribution of each expert to the aggregation p_{i,t}f_{i,t} in function of time.

Author(s)

Pierre Gaillard <pierre@gaillard.me>

Yannig Goude <yannig.goude@edf.fr>

See Also

See opera-package and opera-vignette for a brief example about how to use the package.



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