plot_MISE: Plot demonstrating how the tuning parameter "lambda" is...

In StoreyLab/fFDR: Functional FDR for multiple hypothesis testing

Description

Construct a plot containing two panels. The first compares the estimate of the functional proportion pi0(z) for each choice of lambda to a "Reference" estimate of pi0(z) obtained with the smallest of the choices of lambda value. The Reference estimate usually accurately captures the shapce of pi0(z). The second panel shows how omega (the estimated integrated variance of the estimated pi0(z)), delta.sq (the square of the estimated integrated bias of the estimated pi0(z)), and their sum (the estimated mean integrated squared error (MISE)) change with changing lambda. The software's choice of lambda is highlighted as a vertical dashed line.

Usage

plot_MISE(x, ...)

Arguments

x	fpi0 object
...	Additional arguments (not used)

StoreyLab/fFDR documentation built on March 8, 2021, 10:14 p.m.