plot.permutedReserve {ProfileLadder}R Documentation

Plotting the Output of the Permutation Bootstrap

Description

The function provides a graphical visualization of the results obtained from the permutation bootstrap (see Maciak, Mizera, and Pesta (2022) for further details) applied to the output of one of the nonparametric functional based estimation algorithm—PARALLAX or REACT implemented in the parallelReserve() function or MACRAME implemented in the mcReserve() function.

Usage

## S3 method for class 'permutedReserve'
plot(x, ...)

Arguments

x

an object of the class permutedReserve – i.e., the output of the permuteReserve() function

...

other graphical parameters to plot

Value

The function returns a layout for four plots. The first panel shows a simple barplot type visualization of the estimated reserve, the estimated ultimate and the true reserve (if available). The second panel provides a histogram for (permuted) bootstrapped reserves with a nonparametric estimate of the corresponding density. The third panel provides a detailed inspection of the bootstrapped ultimates (with true ultimates if provided) and, finaly, the last panel shows the observed diagonal vs. simulated ones.

See Also

permuteReserve()

Examples

## reserve estimated by MACRAME and the corresponding visualization
x <- mcReserve(CameronMutual)
plot(permuteReserve(x, B = 100))


[Package ProfileLadder version 0.1.3 Index]