plot_main_effects

pyapprox.sensitivity_analysis.plot_main_effects(main_effects, ax, truncation_pct=0.95, max_slices=5, rv='z', qoi=0)

Plot the main effects in a pie chart showing relative size.

Parameters

main_effectsnp.ndarray (nvars,nqoi)

The variance based main effect sensitivity indices

axmatplotlib.pyplot.axes.Axes

Axes that will be used for plotting

truncation_pctfloat

The proportion \(0<p\le 1\) of the sensitivity indices effects to plot

max_slicesinteger

The maximum number of slices in the pie-chart. Will only be active if the turncation_pct gives more than max_slices

rvstring

The name of the random variables when creating labels

qoiinteger

The index 0<qoi<nqoi of the quantitiy of interest to plot