12 citations · 24 across the 11 of their papers we have counts for
5 papers · 1 filter
Analysis-of-marginal-Tail-Means (ATM): a robust method for discrete black-box optimization
Simon Mak, C. F. Jeff Wu
We present a new method, called Analysis-of-marginal-Tail-Means (ATM), for effective robust optimization of discrete black-box problems. ATM has important applications to many real…
On Prediction Properties of Kriging: Uniform Error Bounds and Robustness
Wenjia Wang, Rui Tuo, C. F. Jeff Wu
Kriging based on Gaussian random fields is widely used in reconstructing unknown functions. The kriging method has pointwise predictive distributions which are computationally simp…
A generalized Gaussian process model for computer experiments with binary time series
Chih-Li Sung, Ying Hung, William Rittase +2
Non-Gaussian observations such as binary responses are common in some computer experiments. Motivated by the analysis of a class of cell adhesion experiments, we introduce a genera…
A fresh look at effect aliasing and interactions: some new wine in old bottles
C. F. Jeff Wu
Interactions and effect aliasing are among the fundamental concepts in experimental design. In this paper, some new insights and approaches are provided on these subjects. In the l…
cmenet: a new method for bi-level variable selection of conditional main effects
Simon Mak, C. F. Jeff Wu
This paper introduces a novel method for selecting main effects and a set of reparametrized effects called conditional main effects (CMEs), which capture the conditional effect of…