Luo Xiao
Luo Xiao
Assistant Professor, North Carolina State University
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
Local asymptotics of P-splines
L Xiao, Y Li, TV Apanasovich, D Ruppert
arXiv preprint arXiv:1201.0708, 2012
CollocInfer: collocation inference for dynamic systems
G Hooker, L Xiao, J Ramsay
R package version 0.1. 0, 2010
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
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
Total volume of physical activity: TAC, TLAC or TAC ()
VR Varma, D Dey, A Leroux, J Di, J Urbanek, L Xiao, V Zipunnikov
Preventive medicine 106, 233, 2018
Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data
L Huang, PT Reiss, L Xiao, V Zipunnikov, MA Lindquist, CM Crainiceanu
Biostatistics 18 (2), 214-229, 2017
On the theoretic and practical merits of the banding estimator for large covariance matrices
L Xiao, F Bunea
arXiv preprint arXiv:1402.0844, 2014
CollocInfer: Collocation inference in differential equation models
G Hooker, JO Ramsay, L Xiao
Journal of Statistical Software 75 (2), 1-52, 2016
Bayesian Models for Multiple Outcomes in Domains With Application to the Seychelles Child Development Study
L Xiao, SW Thurston, D Ruppert, TMT Love, PW Davidson
Journal of the American Statistical Association 109 (505), 1-10, 2014
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