https://orcid.org/0000-0002-3364-8933

Kernel smoothing, Measurement error, Spline smoothing, Functional data, Mathematical Statistics

2020 journal article

Robust kernel association testing (RobKAT)

*GENETIC EPIDEMIOLOGY*, *44*(3), 272–282.

Sources: ORCID, Web Of Science

Added: March 23, 2020

2020 journal article

Variable selection in functional linear concurrent regression

*JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS*, *69*(3), 565–587.

Sources: Web Of Science, ORCID

Added: May 18, 2020

2019 journal article

A comparison of testing methods in scalar-on-function regression

*AStA Advances in Statistical Analysis*.

Source: ORCID

Added: September 5, 2019

2019 journal article

Composite kernel machine regression based on likelihood ratio test for joint testing of genetic and gene–environment interaction effect

*Biometrics*, *75*(2), 625–637.

Source: ORCID

Added: September 5, 2019

2019 article

VARIANCE COMPONENT TEST FOR CROSS-DISORDER PATHWAY ANALYSIS

*EUROPEAN NEUROPSYCHOPHARMACOLOGY*, Vol. 29, pp. 1204–1205.

Sources: Web Of Science, ORCID

Added: August 12, 2019

2018 journal article

A Powerful Test for SNP Effects on Multivariate Binary Outcomes Using Kernel Machine Regression

*Statistics in Biosciences*, *10*(1), 117–138.

Source: ORCID

Added: September 4, 2019

2018 journal article

Additive Function-on-Function Regression

*Journal of Computational and Graphical Statistics*, *27*(1), 234–244.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2018 journal article

Additive nonlinear functional concurrent model

*Statistics and Its Interface*, *11*(4), 669–685.

Source: ORCID

Added: September 5, 2019

2018 journal article

Asymptotic theory for varying coefficient regression models with dependent data

*Annals of the Institute of Statistical Mathematics*, *70*(4), 745–759.

Source: ORCID

Added: September 4, 2019

2018 journal article

Bayesian comparative study on binary time series

*Journal of Statistical Computation and Simulation*, *88*(14), 2811–2826.

Sources: Crossref, ORCID

Added: February 21, 2020

2018 journal article

Bias Reduction in Logistic Regression with Missing Responses When the Missing Data Mechanism is Nonignorable

*The American Statistician*, *73*(4), 340–349.

Sources: Crossref, ORCID

Added: February 21, 2020

2018 journal article

Functional interaction–based nonlinear models with application to multiplatform genomics data

*Statistics in Medicine*, *37*(18), 2715–2733.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2018 journal article

Inference on phenotype-specific effects of genes using multivariate kernel machine regression

*Genetic Epidemiology*, *42*(1), 64–79.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2018 journal article

On the substructure controls in rare variant analysis: Principal components or variance components?

*Genetic Epidemiology*, *42*(3), 276–287.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2018 journal article

Rejoinder to “A note on testing and estimation in marker-set association study using semiparametric quantile regression kernel machine”

Rejoinder to “A note on testing and estimation in marker-set association study using semiparametric quantile regression kernel machine.” *Biometrics*, *74*(2), 767–768.

Sources: NC State University Libraries, ORCID

Added: October 16, 2018

2017 journal article

A small-sample multivariate kernel machine test for microbiome association studies

*Genetic Epidemiology*, *41*(3), 210–220.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2017 journal article

Maternal blood cadmium, lead and arsenic levels, nutrient combinations, and offspring birthweight

*BMC Public Health*, *17*(1).

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2017 review

Nonparametric functional concurrent regression models

[Review of ]. *Wiley Interdisciplinary Reviews: Computational Statistics*, *9*(2).

Source: NC State University Libraries

Added: August 6, 2018

2017 journal article

Nonparametric functional concurrent regression models

*Wiley Interdisciplinary Reviews: Computational Statistics*, *9*(2).

Source: ORCID

Added: September 4, 2019

2016 journal article

Classical testing in functional linear models

*Journal of Nonparametric Statistics*, *28*(4), 813–838.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2016 journal article

Interaction models for functional regression

*Computational Statistics & Data Analysis*, *94*, 317–330.

Source: ORCID

Added: September 4, 2019

2016 chapter

Marker-set Approaches for Assessing Gene-Environment Interactions at Gene Level

In *Statistical Approaches to Gene x Environment Interactions for Complex Phenotypes*.

Source: ORCID

Added: September 4, 2019

2016 journal article

Testing and estimation in marker-set association study using semiparametric quantile regression kernel machine

*Biometrics*, *72*(2), 364–371.

Source: ORCID

Added: September 4, 2019

2016 journal article

Testing for additivity in non-parametric regression

*Can. J. Statistics*, *8*(4), 445–462.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2016 journal article

Variable selection in semi-parametric models

*Statistical Methods in Medical Research*, *25*(4), 1736–1752.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2015 journal article

Complete effect-profile assessment in association studies with multiple genetic and multiple environmental factors

*Genetic Epidemiology*, *39*(2), 122–133.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2015 journal article

Glacier Terminus Estimation from LandSat Image Intensity Profiles

*Journal of Agricultural, Biological, and Environmental Statistics*, *20*(2), 279–298.

Source: ORCID

Added: September 4, 2019

2015 journal article

Global Analysis of Methylation Profiles from High Resolution CpG Data

*Genetic Epidemiology*, *39*(2), 53–64.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2015 journal article

Module-based association analysis for omics data with network structure.

*PLoS ONE*, *10*(3), 0122309.

Source: ORCID

Added: September 4, 2019

2015 journal article

Parametrically Guided Estimation in Nonparametric Varying Coefficient Models with Quasi-likelihood

*Journal of Nonparametric Statistics*, *27*(2), 195–213.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2015 journal article

Rare variant testing across methods and thresholds using the multi-kernel sequence kernel association test (MK-SKAT)

*Statistics and Its Interface*, *8*(4), 495–505.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2015 journal article

Unified variable selection in semi-parametric models

*Statistical Methods in Medical Research*, *10*(6), 2821–2831.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2014 journal article

Analysis of in vitro fertilization data with multiple outcomes using discrete time-to-event analysis

*Statistics in Medicine*, *33*(10), 1738–1749.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2014 journal article

Short-Term airborne particulate matter exposure alters the epigenetic landscape of human genes associated with the mitogen-Activated protein kinase network: A cross-sectional study

*Environmental Health: A Global Access Science Source*, *13*(1), 94.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2013 article

Design and Analysis Issues in Gene and Environment Studies

*Exploring Connections Between Genetic Mechanisms and Disease Expression*, Vol. 11, p. 339â370.

Source: ORCID

Added: September 4, 2019

2013 journal article

Exposure to airborne particulate matter is associated with methylation pattern in the asthma pathway

*Epigenomics*, *5*(2), 147â154.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2013 journal article

Kernel Machine SNP-Set Testing Under Multiple Candidate Kernels

*Genetic Epidemiology*, *37*(3), 267â275.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2013 journal article

Parameter Estimation of Partial Differential Equation Models

*Journal of the American Statistical Association*, *108*(503), 1009â1020.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2013 journal article

Parametrically guided generalised additive models with application to mergers and acquisitions data

*Journal of Nonparametric Statistics*, *25*(1), 109â128.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2013 journal article

Variable selection in generalized functional linear models

*Stat*, *2*(1), 86â101.

Source: ORCID

Added: September 4, 2019

2012 journal article

A powerful test for comparing multiple regression functions

*Journal of Nonparametric Statistics*, *24*(3), 563â576.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2012 journal article

Association of hexachlorobenzene (HCB), dichlorodiphenyltrichloroethane (DDT), and Dichlorodiphenyldichloroethylene (DDE) with in vitro fertilization (IVF) outcomes

*Environmental Health Perspectives*, *120*(2), 316–320.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2012 review

Design and analysis issues in gene and environment studies

[Review of ]. *Environmental Health*, *11*.

Source: NC State University Libraries

Added: August 6, 2018

2012 journal article

Design and analysis issues in gene and environment studies

*Environmental Health: A Global Access Science Source*, *11*(1).

Source: ORCID

Added: September 4, 2019

2012 journal article

Multivariate Gene Selection and Testing in Studying the Exposure Effects on a Gene Set

*Statistics in Biosciences*, *4*(2), 319–338.

Source: ORCID

Added: September 4, 2019

2012 journal article

Multivariate Phenotype Association Analysis by Marker-Set Kernel Machine Regression

*Genetic Epidemiology*, *36*(7), 686â695.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2012 journal article

Partially linear varying coefficient models stratified by a functional covariate

*Statistics and Probability Letters*, *82*(10), 1807â1814.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2012 journal article

Power of a reproducing kernel-based method for testing the joint effect of a set of single-nucleotide polymorphisms

*Genetica*, *140*(10-12), 421â427.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2012 journal article

Testing for spatial isotropy under general designs

*Journal of Statistical Planning and Inference*, *142*(5), 1081â1091.

Source: ORCID

Added: September 4, 2019

2011 journal article

Analysis of Sabine river flow data using semiparametric spline modeling

*Journal of Hydrology*, *399*(3-4), 274–280.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2011 journal article

Estimation via corrected scores in general semiparametric regression models with error-prone covariates

*Electronic Journal of Statistics*, *5*, 1424–1449.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2011 journal article

Inferences for the ratio: Fieller’s interval, log ratio, and large sample based confidence intervals

*AStA Advances in Statistical Analysis*, *95*(3), 313â323.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2011 journal article

Powerful Tests for Detecting a Gene Effect in the Presence of Possible Gene-Gene Interactions Using Garrote Kernel Machines

*Biometrics*, *67*(4), 1271â1284.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2011 journal article

Semi-automated scoring of triple-probe FISH in human sperm: Methods and further validation

*Cytometry Part A*, *79A*(8), 661â666.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2011 journal article

Serum Concentrations of Polychlorinated Biphenyls in Relation to in Vitro Fertilization Outcomes

*Environmental Health Perspectives*, *119*(7), 1010â1016.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2011 journal article

Testing for constant nonparametric effects in general semiparametric regression models with interactions

*Statistics and Probability Letters*, *81*(7), 717â723.

Sources: NC State University Libraries, ORCID

Added: August 6, 2018

2010 conference paper

Particulate Air Pollution Modifies Methylation Of NFKb Pathways

*C16. GENETICS OF LUNG DISEASE AND GENE: ENVIRONMENT INTERACTIONS*, *5*.

Source: ORCID

Added: September 4, 2019

2010 chapter

Proportional Hazards Regression Using Bayesian Kernel Machines

In *Bayesian Modeling in Bioinformatics*.

Source: ORCID

Added: September 4, 2019

2010 journal article

Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data

*Journal of the American Statistical Association*, *105*(489), 390â400.

Source: ORCID

Added: September 4, 2019

2009 journal article

Efficient Semiparametric Marginal Estimation for the Partially Linear Additive Model for Longitudinal/Clustered Data

*Stat Biosci*, *1*(1), 10â31.

Source: ORCID

Added: September 4, 2019

2009 journal article

Nonparametric Additive Regression for Repeatedly Measured Data

*Biometrika*, *96*(2), 383–398.

Source: ORCID

Added: September 4, 2019

2009 journal article

SIMEX and standard error estimation in semiparametric measurement error models

*Electronic Journal of Statistics*, *3*(0), 318â348.

Source: ORCID

Added: September 4, 2019

2009 journal article

Testing in semiparametric models with interaction, with applications to gene-environment interactions

*Journal of the Royal Statistical Society. Series B: Statistical Methodology*, *71*(1), 75â96.

Source: ORCID

Added: September 4, 2019

2008 thesis

Efficient Inference in General Semiparametric Regression Models

Source: ORCID

Added: September 4, 2019

2008 journal article

Efficient estimation of population quantiles in general semiparametric regression models

*Statistics and Probability Letters*, *78*(16), 2744â2750.

Source: ORCID

Added: September 4, 2019

2008 article

Estimation of population-level summaries in general semiparametric repeated measures regression models

*Collections*, p. 123â137.

Source: ORCID

Added: September 4, 2019

2008 journal article

On adaptive linear regression

*Journal of Applied Statistics*, *35*(12), 1409â1422.

Source: ORCID

Added: September 4, 2019

2007 journal article

Comments on: Nonparametric inference with generalized likelihood ratio tests

*Test*, *16*(3), 456â458.

Source: ORCID

Added: September 4, 2019

2007 journal article

Efficient estimation of population-level summaries in general semiparametric regression models

*Journal of the American Statistical Association*, *102*(477), 123–139.

Source: ORCID

Added: September 4, 2019

2006 journal article

The two-sample t test with one variance unknown

*American Statistician*, *60*(2), 163–166.

Source: ORCID

Added: September 4, 2019

2005 journal article

A Perturbation Technique for Sample Moment Matching in Kernel Density Estimation

*Calcutta Statistical Association Bulletin*.

Source: ORCID

Added: September 5, 2019

2010 - present

2008 - 2010

2005 - 2008

2003 - 2005

2000 - 2003

Funding history based on the linked ORCID record.

grant
January 1, 2011 - December 31, 2014

Statistical Methods for Analysis of High-Dimensional Gene and Environment Data

National Institute of Environmental Health Sciences

grant
May 1 - December 31, 2010

Statistical Methods for Analysis of High-Dimensional Gene and Environment Data

National Institute of Environmental Health Sciences