Luo Xiao
Luo Xiao
Assistant Professor, North Carolina State University
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Geciteerd door
refund: Regression with functional data
J Goldsmith, F Scheipl, L Huang, J Wrobel, J Gellar, J Harezlak, ...
R package version 0.1-16 572, 2016
Fast bivariate P-splines: the sandwich smoother
L Xiao, Y Li, D Ruppert
Journal of the Royal Statistical Society: SERIES B: Statistical Methodology …, 2013
On the sample covariance matrix estimator of reduced effective rank population matrices, with applications to fPCA
F Bunea, L Xiao
Bernoulli 21 (2), 1200-1230, 2015
Fast covariance estimation for high-dimensional functional data
L Xiao, V Zipunnikov, D Ruppert, C Crainiceanu
Statistics and Computing 26 (1-2), 409-421, 2016
An activity index for raw accelerometry data and its comparison with other activity metrics
J Bai, C Di, L Xiao, KR Evenson, AZ LaCroix, CM Crainiceanu, ...
PloS one 11 (8), e0160644, 2016
Quantifying the lifetime circadian rhythm of physical activity: a covariate-dependent functional approach
L Xiao, L Huang, JA Schrack, L Ferrucci, V Zipunnikov, CM Crainiceanu
Biostatistics 16 (2), 352-67, 2015
Re-evaluating the effect of age on physical activity over the lifespan
VR Varma, D Dey, A Leroux, J Di, J Urbanek, L Xiao, V Zipunnikov
Preventive medicine 101, 102-108, 2017
Fast covariance estimation for sparse functional data
L Xiao, C Li, W Checkley, C Crainiceanu
Statistics and Computing, 1-12, 2016
Convex banding of the covariance matrix
J Bien, F Bunea, L Xiao
Journal of the American Statistical Association 111 (514), 834-845, 2016
Learning regulatory programs by threshold SVD regression
X Ma, L Xiao, WH Wong
Proceedings of the National Academy of Sciences 111 (44), 15675-15680, 2014
Movement prediction using accelerometers in a human population
L Xiao, B He, A Koster, P Caserotti, B Lange‐Maia, NW Glynn, TB Harris, ...
Biometrics 72 (2), 513-524, 2016
Asymptotic theory of penalized splines
L Xiao
Electronic Journal of Statistics 13 (1), 747-794, 2019
Local asymptotics of P-splines
L Xiao, Y Li, TV Apanasovich, D Ruppert
arXiv preprint arXiv:1201.0708, 2012
Refund: Regression With Functional Data.(2018)
J Goldsmith, F Scheipl, L Huang, J Wrobel, J Gellar, J Harezlak, ...
R package version 0.1 16, 0
CollocInfer: collocation inference for dynamic systems
G Hooker, L Xiao, J Ramsay
R package version 0.1. 0, 2010
Fast covariance estimation for multivariate sparse functional data
C Li, L Xiao, S Luo
Stat 9 (1), e245, 2020
Total volume of physical activity: TAC, TLAC or TAC (λ)
VR Varma, D Dey, A Leroux, J Di, J Urbanek, L Xiao, V Zipunnikov
Preventive medicine 106, 233, 2018
refund: Regression with functional data, 2015
L Huang, F Scheipl, J Goldsmith, J Gellar, J Harezlak, MW McLean, ...
URL http://CRAN. R-project. org/package= refund. R package version 0.1-12, 2016
Simple fixed-effects inference for complex functional models
SY Park, AM Staicu, L Xiao, CM Crainiceanu
Biostatistics 19 (2), 137-152, 2018
Asymptotics of bivariate penalised splines
L Xiao
Journal of Nonparametric Statistics 31 (2), 289-314, 2019
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Artikelen 1–20