Heng Lian

Gaussian Process Single-Index Models as Emulators for Computer Experiments

Robert B. Gramacy, Heng Lian · Technometrics · 2012 · 80 citations

Engineering, Data Science, Computer Modeling +12

Functional partial linear model

Heng Lian · Journal of nonparametric statistics · 2010 · 80 citations

Functional Variables, Parameter Estimation, Engineering +17

Nonlinear functional models for functional responses in reproducing kernel hilbert spaces

Heng Lian · Canadian Journal of Statistics · 2007 · 72 citations

Regression Models, Nonlinear Functional Analysis, Parameter Estimation +15

High-Dimensional Vector Autoregressive Time Series Modeling via Tensor Decomposition

Di Wang, Yao Zheng, Heng Lian et al. · Journal of the American Statistical Association · 2020 · 71 citations

Engineering, High-dimensional Method, Data Science +11

Convergence of functional k-nearest neighbor regression estimate with functional responses

Heng Lian · Electronic Journal of Statistics · 2011 · 65 citations · Full text

Large Deviations, Engineering, Stochastic Analysis +17