15 citations · 47 across the 30 of their papers we have counts for
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stat.ME2010
Gaussian process single-index models as emulators for computer experiments
Robert B. Gramacy, Heng Lian
A single-index model (SIM) provides for parsimonious multi-dimensional nonlinear regression by combining parametric (linear) projection with univariate nonparametric (non-linear) r…
stat.ME2010★ 3 cited
Flexible Shrinkage Estimation in High-Dimensional Varying Coefficient Models
Heng Lian
We consider the problem of simultaneous variable selection and constant coefficient identification in high-dimensional varying coefficient models based on B-spline basis expansion.…