9 citations · 20 across the 6 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
stat.ME2022★ 8 cited
A general framework for probabilistic sensitivity analysis with respect to distribution parameters
Jiannan Yang
Probabilistic sensitivity analysis identifies the influential uncertain input to guide decision-making. We propose a general sensitivity framework with respect to the input distrib…
cs.IT2022★ 2 cited
An information upper bound for probability sensitivity
Jiannan Yang
Uncertain input of a mathematical model induces uncertainties in the output and probabilistic sensitivity analysis identifies the influential inputs to guide decision-making. Of pr…
cs.IT2022★ 9 cited
Decision-oriented two-parameter Fisher information sensitivity using symplectic decomposition
Jiannan Yang
The eigenvalues and eigenvectors of the Fisher information matrix (FIM) can reveal the most and least sensitive directions of a system and it has wide application across science an…