ggplot_estimate_uncertainties function

Plots uncertainties in model error estimates

ggplot_estimate_uncertainties(JAB_stats, fill_colour = NULL)

Arguments

• JAB_stats: Required. Data frame of jackknife after boot statistics for a large number of model runs, as produced by CAMELS_bootjack.
• fill_colour: Optional. If NULL (the default), then all data series are plotted as lines. If specified, e.g.fill_colour = "orange", the plot of 2 x the Jackknife estimate of the standard error will be filled with the specified colour.

Returns

Returns a ggplot2 object of the plots, faceted by goodness of fit statistic, i.e. NSE/KGE. The confidence interval (difference between the 95^th^ and 5^th^ quantiles, and the value of 2 x the Bootstrap estimate of the standard error are plotted as lines. The values of 2 x the Jackknife estimate of the standard error are plotted as filled)

Examples

## Not run:  p <- ggplot_estimate_uncertainties(all_stats, "orange")

See Also

CAMELS_bootjack

Author(s)

Martyn Clark and Kevin Shook