Web7 feb. 2014 · Statistics > Methodology. arXiv:1402.1649 (stat) [Submitted on 7 Feb 2014] Title: Variable Selection and Estimation for Partially Linear Single-index Models with Longitudinal Data. Authors: Gaorong Li, Peng Lai, Heng Lian. Download PDF WebHeng Lian was an Assistant Professor with Nanyang Technological University, Singapore. He was a Senior Lecturer with the University of New South Wales, Sydney, NSW, Australia. He is currently an Associate Professor with the Department of Mathematics, City University of Hong Kong, Hong Kong. His current research interests include mathematical ...

Functional partial linear model: Journal of Nonparametric Statistics …

Web4 feb. 2008 · We approximate the non‐parametric function in the PLM by a regression spline, and utilize quadratic inference functions (QIF) in the estimating equations to achieve a more efficient estimation of the parametric part in the model, even when the correlation structure is misspecified. WebHeng Lian Quantile functional linear regression was previously studied using functional principal component analysis. Here we consider the alternative penalized estimator … is tea tree good for burns

(PDF) Discussion of the paper ‘A review of distributed statistical ...

WebQuantile regression is an indispensable tool for statistical learning. Traditional quantile regression methods consider vector-valued covariates and estimate the corresponding … Web28 dec. 2024 · PDF On Dec 28, 2024, Heng Lian published Discussion of the paper ‘A review of distributed statistical inference’ Find, read and cite all the research you need … Web17 feb. 2009 · Canadian Journal of Statistics. Volume 35, Issue 4 p. 597-606. Article. Nonlinear functional models for functional responses in reproducing kernel hilbert spaces. Heng Lian, Heng Lian. [email protected]; Division of Mathematical Sciences, SPMS Nanyang Technological University, Singapore 637616. Search for more papers by … if you see something say something poster ccl