get_morris_elementary_effects

pyapprox.sensitivity_analysis.get_morris_elementary_effects(samples, values)

Get the Morris elementary effects from a set of trajectories.

Parameters

samplesnp.ndarray (nvars,ntrajectories*(nvars+1))

The morris trajectories

valuesnp.ndarray (ntrajectories*(nvars+1),nqoi)

The values of the vecto-valued target function with nqoi quantities of interest (QoI)

Returns

elem_effectsnp.ndarray(nvars,ntrajectories,nqoi)

The elementary effects of each variable for each trajectory and QoI