Also known as: Luo

https://orcid.org/0000-0001-8707-0914

Functional data analysis; Longitudinal data analysis; Smoothing; Semiparametric regression; high di

2022 article

Fast Multilevel Functional Principal Component Analysis

Cui, E., Li, R., Crainiceanu, C. M., & Xiao, L. (2022, October 7). *JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS*, Vol. 10.

Sources: Web Of Science, ORCID

Added: October 24, 2022

2022 article

Fixed-effects inference and tests of correlation for longitudinal functional data

Li, R., Xiao, L., Smirnova, E., Cui, E., Leroux, A., & Crainiceanu, C. M. (2022, May 1). *STATISTICS IN MEDICINE*, Vol. 5.

Sources: Web Of Science, ORCID

Added: May 10, 2022

2022 article

Functional data analysis for longitudinal data with informative observation times

Weaver, C., Xiao, L., & Lu, W. (2022, March 28). *BIOMETRICS*, Vol. 3.

Sources: Web Of Science, ORCID

Added: February 22, 2022

2022 article

Two-stage linked component analysis for joint decomposition of multiple biologically related data sets

Chen, H., Caffo, B., Stein-O'Brien, G., Liu, J., Langmead, B., Colantuoni, C., & Xiao, L. (2022, March 31). *BIOSTATISTICS*, Vol. 3.

Sources: Web Of Science, ORCID

Added: May 2, 2022

2021 journal article

A functional mixed model for scalar on function regression with application to a functional MRI study

*BIOSTATISTICS*, *22*(3), 439–454.

Sources: Web Of Science, ORCID

Added: January 15, 2020

2021 journal article

Fetal growth velocity standards from the Fetal Growth Longitudinal Study of the INTERGROWTH-21 st Project

*AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY*, *224*(2).

Sources: Web Of Science, ORCID

Added: March 15, 2021

2021 article

Joint model for survival and multivariate sparse functional data with application to a study of Alzheimer's Disease

*BIOMETRICS*.

Sources: Web Of Science, ORCID

Added: March 1, 2021

2021 article

Single-index models with functional connectivity network predictors

Weaver, C., Xiao, L., & Lindquist, M. A. (2021, May 5). *BIOSTATISTICS*, Vol. 5.

Sources: Web Of Science, ORCID

Added: July 5, 2021

2020 journal article

Asymptotic properties of penalized splines for functional data

*BERNOULLI*, *26*(4), 2847–2875.

Sources: Web Of Science, ORCID

Added: September 14, 2020

2020 article

Correlation models for monitoring fetal growth

*STATISTICAL METHODS IN MEDICAL RESEARCH*.

Sources: Web Of Science, ORCID

Added: April 20, 2020

2020 journal article

Fast covariance estimation for multivariate sparse functional data

*STAT*, *9*(1).

Sources: Web Of Science, ORCID

Added: March 1, 2021

2020 journal article

Uniform convergence of penalized splines

*STAT*, *9*(1).

Sources: Web Of Science, ORCID

Added: March 1, 2021

2019 journal article

A smoothing-based goodness-of-fit test of covariance for functional data

*BIOMETRICS*, *75*(2), 562–571.

Sources: Web Of Science, ORCID

Added: September 23, 2019

2019 journal article

Asymptotic theory of penalized splines

*ELECTRONIC JOURNAL OF STATISTICS*, *13*(1), 747–794.

Sources: Web Of Science, ORCID

Added: May 13, 2019

2019 journal article

Optimal design for classification of functional data

*Canadian Journal of Statistics*, *12*.

Source: ORCID

Added: January 15, 2020

2019 journal article

Using data from multiple studies to develop a child growth correlation matrix

*STATISTICS IN MEDICINE*, *38*(19), 3540–3554.

Sources: Web Of Science, ORCID

Added: August 5, 2019

2018 journal article

A joint design for functional data with application to scheduling ultrasound scans

*Computational Statistics & Data Analysis*, *122*, 101–114.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2018 journal article

Asymptotics of bivariate penalised splines

*Journal of Nonparametric Statistics*, *31*(2), 289–314.

Sources: ORCID, Crossref

Added: January 15, 2020

2018 article

Fast covariance estimation for sparse functional data (vol 28, pg 511, 2017)

*Statistics and Computing*, Vol. 28, pp. 523–523.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2018 journal article

Novel metrics for growth model selection

*Emerging Themes in Epidemiology*, *15*.

Source: NC State University Libraries

Added: August 6, 2018

2018 journal article

Total volume of physical activity: TAC, TLAC or TAC( λ )

*Preventive Medicine*, *106*, 233–235.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2017 journal article

AN ACTIVITY INDEX FOR RAW ACCELEROMETRY DATA AND ITS APPLICATION IN OLDER ADULTS

*Innovation in Aging*, *1*(suppl_1), 1239–1239.

Source: ORCID

Added: January 15, 2020

2017 journal article

Dynamic prediction in functional concurrent regression with an application to child growth

*Statistics in Medicine*, *37*(8), 1376–1388.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2017 journal article

Fast covariance estimation for sparse functional data

*Statistics and Computing*, *4*(3), 511–522.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2017 journal article

Re-evaluating the effect of age on physical activity over the lifespan

*Preventive Medicine*, *101*, 102–108.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2017 journal article

Simple fixed-effects inference for complex functional models

*Biostatistics*, *19*(2), 137–152.

Sources: NC State University Libraries, ORCID, Crossref

Added: August 6, 2018

2017 journal article

Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data

*Biostatistics (Oxford, England)*, *18*(2), 214–229.

Source: NC State University Libraries

Added: August 6, 2018

2016 journal article

An Activity Index for Raw Accelerometry Data and Its Comparison with Other Activity Metrics

*PLOS ONE*, *11*(8), 1–14.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2016 journal article

CollocInfer: Collocation Inference in Differential Equation Models

*Journal of Statistical Software*, *75*(2).

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2016 journal article

Convex Banding of the Covariance Matrix

*Journal of the American Statistical Association*, *111*(514), 834–845.

Sources: ORCID, Crossref

Added: January 15, 2020

2016 journal article

Fast covariance estimation for high-dimensional functional data

*Statistics and Computing*, *26*(1-2), 409–421.

Sources: Crossref, ORCID

Added: January 15, 2020

2016 journal article

Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data

*Biostatistics*, *8*, kxw040.

Source: ORCID

Added: January 15, 2020

2015 journal article

Movement prediction using accelerometers in a human population

*Biometrics*, *72*(2), 513–524.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2015 journal article

On tests of activation map dimensionality for fMRI-based studies of learning

*Frontiers in Neuroscience*, *9*.

Source: ORCID

Added: January 15, 2020

2015 journal article

On the sample covariance matrix estimator of reduced effective rank population matrices, with applications to fPCA

*Bernoulli*, *21*(2), 1200–1230.

Source: ORCID

Added: January 15, 2020

2014 journal article

Bayesian Models for Multiple Outcomes in Domains With Application to the Seychelles Child Development Study

*Journal of the American Statistical Association*, *109*(505), 1–10.

Source: ORCID

Added: January 15, 2020

2014 journal article

Learning regulatory programs by threshold SVD regression

*Proceedings of the National Academy of Sciences*, *111*(44), 15675–15680.

Source: ORCID

Added: January 15, 2020

2014 journal article

Quantifying the lifetime circadian rhythm of physical activity: a covariate-dependent functional approach

*Biostatistics*, *16*(2), 352–367.

Source: ORCID

Added: January 15, 2020

2013 journal article

Fast bivariateP-splines: the sandwich smoother

*Journal of the Royal Statistical Society: Series B (Statistical Methodology)*, *75*(3), 577–599.

Source: ORCID

Added: January 15, 2020

2015 - present

2012 - 2015

2007 - 2012