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Equivalent kernels of smoothing splines in nonparametric regression for clustered/longitudinal data

Work

Year: 2004

Type: article

Abstract: For independent data, it is well known that kernel methods and spline methods are essentially asymptotically equivalent (Silverman, 1984). However, recent work of Welsh et al. (2002) shows that the sa... more

Source: Biometrika

Authors Xihong Lin, Naisyin Wang, A. H. Welsh, Raymond J. Carroll

Institutions University of Michigan–Ann Arbor, Mitchell Institute, University of Southampton

Cites: 22

Cited by: 83

Related to: 10

FWCI: 4.651

Citation percentile (by year/subfield): 92.83

Topic: Statistical Methods and Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Sustainable Development Goal Decent work and economic growth

Open Access status: bronze