663 citations · 1.3k across the 32 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.CO2015★ 663 cited
The generalization of Latin hypercube sampling
Michael D. Shields, Jiaxin Zhang
Latin hypercube sampling (LHS) is generalized in terms of a spectrum of stratified sampling (SS) designs referred to as partially stratified sample (PSS) designs. True SS and LHS a…
stat.ME2015★ 124 cited
Refined Stratified Sampling for efficient Monte Carlo based uncertainty quantification
Michael D. Shields, Kirubel Teferra, Adam Hapij +1
A general adaptive approach rooted in stratified sampling (SS) is proposed for sample-based uncertainty quantification (UQ). To motivate its use in this context the space-filling,…