ggplot_estimate_uncertainties: Plots uncertainties in model error estimates

In gumboot: Bootstrap Analyses of Sampling Uncertainty in Goodness-of-Fit Statistics

Plots uncertainties in model error estimates

Description

Plots uncertainties in model error estimates

Usage

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.

Value

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)

Author(s)

Martyn Clark and Kevin Shook

See Also

CAMELS_bootjack

Examples

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

gumboot documentation built on Oct. 18, 2023, 5:08 p.m.