Arnab Maity

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

Arnab Maity is an Associate Professor in the Department of Statistics, North Carolina State University. Dr. Maity's primary interest is to develop rigorous statistical methodology in the context of real data emerging from various fields such as gene and environment studies, environmental epidemiology, epigenetics, nutrition, etc. Dr. Maity obtained his Bachelor's degree in Statistics from Indian Statistical Institute, Calcutta in 2003, and obtained his doctoral degree from Texas A&M University in 2008. He worked as a research fellow during 2008-2010 in the Biostatistics department at Harvard School of Public Health before joining NC State in 2010. Dr. Maity’s primary research areas include Functional data analysis, Kernel machine regression, Semiparametric regression and inference. His research has been applied to many areas including gene and environment studies, environmental epidemiology and epigenetics. Dr. Maity received the Noether Young Scholar Award in 2014, awarded by The American Statistical Association, for outstanding early-career contributions to nonparametric statistics.

Works (80)

Updated: April 8th, 2024 04:40

2024 journal article

Association between F2-isoprostanes and self-reported stressors in pregnant americans of African and European ancestry

HELIYON, 10(3).

By: D. Rose*, L. Bentley n, A. Maity n, R. Maguire n, A. Planchart n, I. Spasojevic*, A. Liu*, J. Thorp Jr, C. Hoyo n

author keywords: F2-isoprostane; Psychosocial stress; Pregnant; Depression; Anxiety
Sources: Web Of Science, ORCID
Added: April 1, 2024

2023 article

Variable selection in function-on-scalar single-index model via the alternating direction method of multipliers

Ghosal, R., & Maity, A. (2023, September 13). TEST, Vol. 9.

By: R. Ghosal* & A. Maity n

author keywords: Alternating direction method of multipliers; Single index model; Functional data analysis; Variable selection; Function-on-scalar regression
Sources: Web Of Science, ORCID
Added: November 27, 2023

2022 journal article

A Score Based Test for Functional Linear Concurrent Regression

ECONOMETRICS AND STATISTICS, 21, 114–130.

By: R. Ghosal* & A. Maity n

author keywords: Functional linear concurrent regression; Hypothesis testing; Score test; Functional principal component analysis
Sources: Web Of Science, ORCID
Added: February 7, 2022

2022 journal article

Inference in functional linear quantile regression

JOURNAL OF MULTIVARIATE ANALYSIS, 190.

By: M. Li*, K. Wang*, A. Maity n & A. Staicu n

author keywords: Composite quantile regression; Functional principal component analysis; Functional quantile regression; Measurement error; Wald test
Sources: Web Of Science, ORCID
Added: May 23, 2022

2022 journal article

Maternal Mediterranean Diet Adherence and Its Associations with Maternal Prenatal Stressors and Child Growth

CURRENT DEVELOPMENTS IN NUTRITION, 6(11).

By: S. Gonzalez-Nahm*, J. Marchesoni n, A. Maity n, R. Maguire n, J. House*, R. Tucker n, T. Atkinson n, S. Murphy*, C. Hoyo n

author keywords: Mediterranean diet; stressors; child weight; birth outcomes; maternal diet
Sources: Web Of Science, ORCID
Added: February 20, 2023

2021 journal article

Joint modeling of longitudinal continuous, longitudinal ordinal, and time-to-event outcomes

LIFETIME DATA ANALYSIS, 27(1), 64–90.

co-author countries: Canada 🇨🇦 Netherlands 🇳🇱
author keywords: Joint models; Association parameters; Frailty model; Linear mixed model; Proportional odds model
MeSH headings : Algorithms; Frailty; Humans; Longitudinal Studies; Monte Carlo Method; Proportional Hazards Models; Survival Analysis
Sources: Web Of Science, ORCID
Added: December 11, 2020

2021 article

Simultaneous variable selection, clustering, and smoothing in function-on-scalar regression

Mehrotra, S., & Maity, A. (2021, November 22). CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, Vol. 11.

By: S. Mehrotra n & A. Maity n

author keywords: Clustering; dimension reduction; Dirichlet process; function-on-scalar regression; variable selection
Sources: Web Of Science, ORCID
Added: November 29, 2021

2021 article

Variable selection in nonlinear function-on-scalar regression

Ghosal, R., & Maity, A. (2021, September 27). BIOMETRICS, Vol. 9.

By: R. Ghosal* & A. Maity n

author keywords: functional data analysis; functional principal component analysis; function-on-scalar regression; NHANES; nonlinear regression; variable selection
MeSH headings : Humans; Nutrition Surveys; Linear Models; Computer Simulation; Nonlinear Dynamics
Sources: Web Of Science, ORCID
Added: October 12, 2021

2021 article

Variable selection in nonparametric functional concurrent regression

Ghosal, R., & Maity, A. (2021, September 24). CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, Vol. 9.

By: R. Ghosal* & A. Maity n

author keywords: Functional data analysis; nonparametric functional concurrent regression; variable selection
Sources: Web Of Science, ORCID
Added: October 4, 2021

2020 journal article

Robust kernel association testing (RobKAT)

GENETIC EPIDEMIOLOGY, 44(3), 272–282.

co-author countries: Taiwan, Province of China 🇹🇼
author keywords: kernel association test; multimarker hypothesis test; robust regression; schizophrenia; semiparametric
MeSH headings : Algorithms; Computer Simulation; Genetic Association Studies; Humans; Models, Genetic; Polymorphism, Single Nucleotide / genetics; Selection, Genetic
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.

By: R. Ghosal n, A. Maity n, T. Clark n & S. Longo n

author keywords: Fisheries footprint; Functional linear concurrent regression; Variable selection
Sources: Web Of Science, ORCID
Added: May 18, 2020

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.

Contributors: N. Zhao*, H. Zhang*, J. Clark*, A. Maity n & M. Wu*

author keywords: gene-environment interactions; kernel machine testing; likelihood ratio test; multiple variance components; spectral decomposition; unidentifiable conditions
MeSH headings : Computer Simulation; Gene-Environment Interaction; Humans; Likelihood Functions; Models, Genetic; Polymorphism, Single Nucleotide; Regression Analysis; Spatial Analysis
Source: ORCID
Added: September 5, 2019

2019 article

VARIANCE COMPONENT TEST FOR CROSS-DISORDER PATHWAY ANALYSIS

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

By: J. Szatkiewicz*, R. Marceau n, Z. Yilmaz*, C. Bulik*, J. Crowley*, M. Mattheisen*, P. Sullivan*, W. Lu n ...

co-author countries: Germany 🇩🇪
Sources: Web Of Science, ORCID
Added: August 12, 2019

2018 journal article

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

AStA Advances in Statistical Analysis, 103(3), 411–436.

By: M. Tekbudak n, M. Alfaro-Córdoba*, A. Maity n & A. Staicu n

co-author countries: Costa Rica 🇨🇷

Contributors: M. Tekbudak n, M. Alfaro-Córdoba*, A. Maity n & A. Staicu n

author keywords: Functional regression; Functional linear model; Nonparametric regression; Mixed-effects model; Hypothesis testing
Sources: ORCID, Crossref
Added: May 15, 2019

2018 journal article

Additive Function-on-Function Regression

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 27(1), 234–244.

By: J. Kim n, A. Staicu n, A. Maity n, R. Carroll* & D. Ruppert*

co-author countries: Australia 🇦🇺

Contributors: J. Kim n, A. Staicu n, A. Maity n, R. Carroll* & D. Ruppert*

author keywords: Eigenbasis; Functional data analysis; Nonlinear models; Orthogonal projection; Penalized B-splines; Prediction
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

Additive nonlinear functional concurrent model

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

By: J. Kim*, A. Maity n & A. Staicu n

Contributors: J. Kim*, A. Maity n & A. Staicu n

Sources: ORCID, Crossref
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.

By: S. Bandyopadhyay* & A. Maity n

Contributors: S. Bandyopadhyay* & A. Maity n

author keywords: Kernel smoothing; Local polynomial estimation; Spatially autoregressive errors; Varying coefficient model
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.

By: E. Paul*, A. Maity* & R. Maiti*

co-author countries: Singapore 🇸🇬
author keywords: DIC; Jeffreys prior; log-marginal likelihood; misclassification error rate; normal prior; prediction; Student's t prior; 62F15
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.

By: A. Maity*, V. Pradhan* & U. Das*

co-author countries: India 🇮🇳
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.

By: C. Davenport*, A. Maity n & V. Baladandayuthapani*

Contributors: C. Davenport*, A. Maity n & V. Baladandayuthapani*

author keywords: basis expansion approximation; functional regression; interacting covariates; semiparametric models
MeSH headings : Biometry / methods; Computer Simulation; Genomics; Humans; Nonlinear Dynamics; Regression Analysis
Sources: Web Of Science, 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.

By: A. Maity n, J. Zhao n, P. Sullivan* & J. Tzeng n

co-author countries: Taiwan, Province of China 🇹🇼

Contributors: A. Maity n, J. Zhao n, P. Sullivan* & J. Tzeng n

author keywords: kernel machine; multivariate regression; mixed models; restricted maximum likelihood; variance components
MeSH headings : Age Factors; Antipsychotic Agents / therapeutic use; Computer Simulation; Genetic Markers / genetics; Humans; Likelihood Functions; Models, Genetic; Phenotype; Sex Factors
Sources: Web Of Science, 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.

co-author countries: Taiwan, Province of China 🇹🇼

Contributors: Y. Luo n, A. Maity n, M. Wu*, C. Smith n, Q. Duan*, Y. Li*, J. Tzeng n

author keywords: population substructure; principal components analysis; rare variant association tests; variance components
MeSH headings : Computer Simulation; Confounding Factors, Epidemiologic; Genetic Association Studies; Genetic Variation; Humans; Models, Genetic; Principal Component Analysis
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 personal communication

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

Kong, D., Maity, A., Hsu, F.-C., & Tzeng, J.-Y. (2018, June).

By: D. Kong*, A. Maity n, F. Hsu* & J. Tzeng n

co-author countries: Canada 🇨🇦 Taiwan, Province of China 🇹🇼

Contributors: D. Kong*, A. Maity n, F. Hsu* & J. Tzeng n

MeSH headings : Biomarkers; Models, Genetic; Models, Statistical
Sources: Web Of Science, ORCID
Added: October 16, 2018

2017 journal article

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

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

By: C. Davenport*, A. Maity n, P. Sullivan* & J. Tzeng n

co-author countries: Taiwan, Province of China 🇹🇼

Contributors: C. Davenport*, A. Maity n, P. Sullivan* & J. Tzeng n

author keywords: Correlated binary responses; Generalized estimating equations; IBS kernel; Kernel machine; Non-parametric regression
Sources: ORCID, Crossref
Added: September 4, 2019

2017 journal article

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

GENETIC EPIDEMIOLOGY, 41(3), 210–220.

By: X. Zhan*, X. Tong*, N. Zhao*, A. Maity n, M. Wu* & J. Chen*

co-author countries: China 🇨🇳

Contributors: X. Zhan*, X. Tong*, N. Zhao*, A. Maity n, M. Wu* & J. Chen*

author keywords: Bray-Curtis; kernel association test; multivariate outcomes; small sample; UniFrac
MeSH headings : Adenomatous Polyposis Coli / genetics; Adenomatous Polyposis Coli / microbiology; Case-Control Studies; Computer Simulation; Genetic Association Studies; Genetic Markers / genetics; High-Throughput Nucleotide Sequencing; Humans; Microbiota / genetics; Models, Genetic; Mucous Membrane / microbiology; Phylogeny; Polymorphism, Single Nucleotide / genetics; Sample Size
Sources: Web Of Science, 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).

By: Y. Luo n, L. McCullough*, J. Tzeng n, T. Darrah*, A. Vengosh*, R. Maguire n, A. Maity n, C. Samuel-Hodge* ...

Contributors: Y. Luo n, L. McCullough*, J. Tzeng n, T. Darrah*, A. Vengosh*, R. Maguire n, A. Maity n, C. Samuel-Hodge* ...

author keywords: Toxic metals; Dietary nutrients; Birthweight; Epidemiology
MeSH headings : Adult; Arsenic; Birth Weight; Cadmium / blood; Copper / blood; Cross-Sectional Studies; Female; Folic Acid; Heavy Metal Poisoning; Humans; Iron / blood; Lead / blood; Manganese / blood; Maternal Exposure / adverse effects; Metals, Heavy / blood; Poisoning; Selenium / blood; Socioeconomic Factors; Zinc / blood
Sources: ORCID, NC State University Libraries
Added: August 6, 2018

2017 journal article

Nonparametric functional concurrent regression models

WIREs Computational Statistics, 9(2).

By: A. Maity n

Contributors: A. Maity n

Source: ORCID
Added: September 4, 2019

2017 review

Nonparametric functional concurrent regression models

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

By: A. Maity

Source: NC State University Libraries
Added: August 6, 2018

2017 journal article

Unified variable selection in semi-parametric models

STATISTICAL METHODS IN MEDICAL RESEARCH, 26(6), 2821–2831.

By: W. Terry*, H. Zhang*, A. Maity n, H. Arshad* & W. Karmaus*

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧
author keywords: Bayesian methods; Gaussian kernel; non-linear effects; transformation; reproducing kernel; variable selection; single nucleotide polymorphisms; DNA methylation
MeSH headings : Bayes Theorem; Biostatistics / methods; Computer Simulation; CpG Islands; DNA Methylation; Epigenesis, Genetic; Humans; Hypersensitivity / genetics; Models, Genetic; Models, Statistical; Monte Carlo Method; Nonlinear Dynamics; Normal Distribution; Polymorphism, Single Nucleotide
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

Classical testing in functional linear models

JOURNAL OF NONPARAMETRIC STATISTICS, 28(4), 813–838.

By: D. Kong*, A. Staicu n & A. Maity n

Contributors: D. Kong*, A. Staicu n & A. Maity n

author keywords: Asymptotic distribution; functional principal component analysis; functional linear model; hypothesis testing
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

Interaction models for functional regression

Computational Statistics & Data Analysis, 94, 317–329.

By: J. Usset*, A. Staicu n & A. Maity n

Contributors: J. Usset*, A. Staicu n & A. Maity n

author keywords: Functional regression; Hypothesis testing; Interaction; Spline smoothing
Sources: ORCID, Crossref
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.

By: J. Tzeng & A. Maity

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.

By: D. Kong*, A. Maity n, F. Hsu*, J. Tzeng n & Biometrics

co-author countries: Taiwan, Province of China 🇹🇼

Contributors: D. Kong*, A. Maity n, F. Hsu* & J. Tzeng n

author keywords: Bootstrap; Genetic marker-set association; Kernel machines; Permutation; Quantile regression; Semiparametric; Smoothing parameter; Testing
MeSH headings : Algorithms; Biomarkers; Biometry / methods; Clinical Trials as Topic; Computer Simulation; Genetic Association Studies; Homocysteine / blood; Humans; Linear Models; Models, Genetic; Models, Statistical; Polymorphism, Single Nucleotide; Regression Analysis
Sources: ORCID, Web Of Science
Added: August 6, 2018

2016 journal article

Testing for additivity in non-parametric regression

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 44(4), 445–462.

By: Y. Zhang n, A. Staicu n & A. Maity n

Contributors: Y. Zhang n, A. Staicu n & A. Maity n

author keywords: Generalized F test; linear mixed models; non-parametric regression; restricted likelihood ratio test; testing for additivity; testing for variance components
Sources: Web Of Science, ORCID
Added: August 6, 2018

2016 journal article

Variable selection in semi-parametric models

STATISTICAL METHODS IN MEDICAL RESEARCH, 25(4), 1736–1752.

By: H. Zhang*, A. Maity n, H. Arshad*, J. Holloway*, W. Karmaus*, A. Lawson, D. Lee, Y. MacNab

co-author countries: United Kingdom of Great Britain and Northern Ireland 🇬🇧

Contributors: H. Zhang*, A. Maity n, H. Arshad*, J. Holloway*, W. Karmaus*, A. Lawson, D. Lee, Y. MacNab

author keywords: Bayesian methods; Gaussian kernel; non-linear effects; partially linear regression; probit regression; reproducing kernel; variable selection
MeSH headings : Bayes Theorem; Cotinine / analysis; CpG Islands; Creatinine / metabolism; Cytochrome P-450 CYP1A1 / genetics; DNA Methylation; Datasets as Topic; Epistasis, Genetic; Female; Humans; Linear Models; Mothers; Normal Distribution; Pregnancy; Smoking / genetics
Sources: Web Of Science, 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.

By: Z. Wang n, A. Maity n, Y. Luo n, M. Neely* & J. Tzeng n

Contributors: Z. Wang n, A. Maity n, Y. Luo n, M. Neely* & J. Tzeng n

author keywords: factor-set association analysis; kernel machine regression; genetic-environmental interactions; joint and conditional tests
MeSH headings : Computer Simulation; Environment; Gene-Environment Interaction; Genetic Predisposition to Disease; Genome-Wide Association Study / methods; Humans; Models, Genetic; Software
Sources: Web Of Science, 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.

By: J. Usset*, A. Maity n, A. Staicu n & A. Schwartzman n

Contributors: J. Usset*, A. Maity n, A. Staicu n & A. Schwartzman n

author keywords: Change-point estimation; Cross-validation; Nonparametric regression; Satellite imagery; Spline smoothing
Sources: ORCID, Crossref
Added: September 4, 2019

2015 journal article

Global Analysis of Methylation Profiles From High Resolution CpG Data

GENETIC EPIDEMIOLOGY, 39(2), 53–64.

Contributors: N. Zhao*, D. Bell*, A. Maity n, A. Staicu n, B. Joubert*, S. London*, M. Wu*

author keywords: density approximation; epigenome wide association study; global testing; spline smoothing; variance component testing
MeSH headings : Alcoholism / genetics; Arthritis, Rheumatoid / genetics; Case-Control Studies; CpG Islands / genetics; DNA Methylation; Epigenesis, Genetic / genetics; Epigenomics; Genome / genetics; Hepatitis C / genetics; Humans; Internet; Long Interspersed Nucleotide Elements / genetics; Models, Genetic; Software
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 journal article

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

PLoS ONE, 10(3), 0122309.

co-author countries: Taiwan, Province of China 🇹🇼
MeSH headings : Algorithms; Computational Biology / methods; Computer Simulation; Gene Regulatory Networks; Humans; Polymorphism, Single Nucleotide
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.

By: C. Davenport n, A. Maity n & Y. Wu n

Contributors: C. Davenport n, A. Maity n & Y. Wu n

author keywords: nonparametric regression; varying coefficient model; generalised linear models; local polynomial smoothing; parametrically guided estimation; 62G08; 62J12
Sources: Web Of Science, 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.

author keywords: Rare variants; Perturbation; Sequence kernel association test; Sequencing association studies
Sources: Web Of Science, 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.

co-author countries: Australia 🇦🇺
author keywords: mixed model; in vitro fertilization; survival data
MeSH headings : Adult; Data Interpretation, Statistical; Female; Fertilization in Vitro / methods; Fertilization in Vitro / standards; Humans; Male; Massachusetts; Models, Statistical; Odds Ratio; Pregnancy; Risk Factors
Sources: Web Of Science, 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.

By: J. Carmona, T. Sofer*, J. Hutchinson, L. Cantone*, B. Coull*, A. Maity n, P. Vokonas*, X. Lin* ...

co-author countries: Italy 🇮🇹

Contributors: J. Carmona, T. Sofer*, J. Hutchinson, L. Cantone*, B. Coull*, A. Maity n, P. Vokonas*, X. Lin*, J. Schwartz, A. Baccarelli*

MeSH headings : Aged; Aged, 80 and over; Air Pollutants / toxicity; Carbon / toxicity; DNA Methylation; Environmental Monitoring; Epigenesis, Genetic; Gene-Environment Interaction; Humans; Male; Middle Aged; Mitogen-Activated Protein Kinases / genetics; NF-kappa B / genetics; Particulate Matter / toxicity; Promoter Regions, Genetic; Sulfates / toxicity
Sources: ORCID, NC State University Libraries
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. 339–370.

By: C. Liu, A. Maity, X. Lin, R. Wright & D. Christiani

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), 147–154.

By: T. Sofer*, A. Baccarelli, L. Cantone*, B. Coull*, A. Maity n, X. Lin*, J. Schwartz

co-author countries: Italy 🇮🇹

Contributors: T. Sofer*, A. Baccarelli, L. Cantone*, B. Coull*, A. Maity n, X. Lin*, J. Schwartz

author keywords: black carbon; epigenetics; gene-specific methylation scores; pathway analysis; sulfate
MeSH headings : Aged; Aged, 80 and over; Air Pollution; Asthma / chemically induced; Asthma / genetics; Asthma / pathology; Carbon / toxicity; DNA Methylation / drug effects; Epigenesis, Genetic / drug effects; Humans; Male; Metabolic Networks and Pathways / genetics; Middle Aged; Particulate Matter / toxicity; Promoter Regions, Genetic; Sulfates / toxicity
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Kernel Machine SNP-Set Testing Under Multiple Candidate Kernels

GENETIC EPIDEMIOLOGY, 37(3), 267–275.

Contributors: M. Wu*, A. Maity n, S. Lee*, E. Simmons*, Q. Harmon*, X. Lin*, S. Engel*, J. Molldrem*, P. Armistead*

author keywords: genetic association studies; kernel machines; multi-SNP analysis; similarity-based testing; SNP sets
MeSH headings : Computer Simulation; Female; Genetic Association Studies; Genetic Predisposition to Disease; Humans; Infant, Newborn; Models, Genetic; Phenotype; Polymorphism, Single Nucleotide; Pregnancy; Premature Birth / genetics; Software
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Parameter Estimation of Partial Differential Equation Models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(503), 1009–1020.

By: X. Xun*, J. Cao*, B. Mallick*, A. Maity n & R. Carroll*

co-author countries: Canada 🇨🇦 China 🇨🇳

Contributors: X. Xun*, J. Cao*, B. Mallick*, A. Maity n & R. Carroll*

author keywords: Asymptotic theory; Basis function expansion; Bayesian method; Differential equations; Measurement error; Parameter cascading
Sources: Web Of Science, 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), 109–128.

By: J. Fan*, A. Maity n, Y. Wang* & Y. Wu n

Contributors: J. Fan*, A. Maity n, Y. Wang* & Y. Wu n

author keywords: generalised additive model; leveraged buyout; local polynomial; mergers and acquisitions; parametric guide
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Variable selection in generalized functional linear models

Stat, 2(1), 86–101.

By: J. Gertheiss*, A. Maity n & A. Staicu n

co-author countries: Germany 🇩🇪

Contributors: J. Gertheiss*, A. Maity n & A. Staicu n

Sources: ORCID, Crossref
Added: September 4, 2019

2012 journal article

A powerful test for comparing multiple regression functions

JOURNAL OF NONPARAMETRIC STATISTICS, 24(3), 563–576.

By: A. Maity n

Contributors: A. Maity n

author keywords: bootstrap; comparison of regression functions; generalised likelihood ratio; kernel regression; local likelihood; nonparametric regression
Sources: Web Of Science, 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.

By: S. Mahalingaiah*, S. Missmer*, A. Maity n, P. Williams*, J. Meeker*, K. Berry*, S. Ehrlich, M. Perry* ...

Contributors: S. Mahalingaiah*, S. Missmer*, A. Maity n, P. Williams*, J. Meeker*, K. Berry*, S. Ehrlich, M. Perry*, D. Cramer*, R. Hauser*

author keywords: assisted reproduction; dichlorodiphenyldichloroethylene; dichlorodiphenyltrichloroethane; hexachlorobenzene; prospective cohort
MeSH headings : Abortion, Spontaneous / chemically induced; Abortion, Spontaneous / epidemiology; Adult; Boston / epidemiology; Case-Control Studies; Cohort Studies; DDT / blood; DDT / toxicity; Dichlorodiphenyl Dichloroethylene / blood; Dichlorodiphenyl Dichloroethylene / toxicity; Embryo Implantation / drug effects; Environmental Exposure; Environmental Pollutants / blood; Environmental Pollutants / toxicity; Female; Fertilization in Vitro / drug effects; Hexachlorobenzene / blood; Hexachlorobenzene / toxicity; Humans; Pregnancy; Pregnancy Outcome / epidemiology
Sources: Web Of Science, ORCID
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).

By: C. Liu*, A. Maity*, X. Lin*, R. Wright* & D. Christiani*

Contributors: C. Liu*, A. Maity*, X. Lin*, R. Wright* & D. Christiani*

author keywords: Gene-environment; Interactions; Expanded environmental genomic disease paradigm; Critical developmental windows; Genome-wide; Epigenetics
MeSH headings : Confounding Factors, Epidemiologic; Environmental Exposure; Epidemiologic Research Design; Epidemiologic Studies; Epigenesis, Genetic; Gene-Environment Interaction; Humans; Selection Bias
Source: ORCID
Added: September 4, 2019

2012 review

Design and analysis issues in gene and environment studies

[Review of ]. Environmental Health, 11.

By: C. Liu, A. Maity, X. Lin, R. Wright & D. Christiani

Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

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

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

author keywords: Canonical correlation analysis; Epigenetics; Global test; Sparsity; Variable selection; Tuning parameter
Source: ORCID
Added: September 4, 2019

2012 journal article

Multivariate Phenotype Association Analysis by Marker-Set Kernel Machine Regression

GENETIC EPIDEMIOLOGY, 36(7), 686–695.

By: A. Maity n, P. Sullivan* & J. Tzeng n

Contributors: A. Maity n, P. Sullivan* & J. Tzeng n

author keywords: kernel machine regression; multivariate regression; multivariate phenotypes; score-based test
MeSH headings : Antipsychotic Agents / therapeutic use; Chromosomes, Human, Pair 6; Computer Simulation; Genetic Markers; Genome-Wide Association Study; Herpesviridae Infections / genetics; Herpesviridae Infections / immunology; Herpesviridae Infections / virology; Humans; Models, Genetic; Models, Statistical; Multivariate Analysis; Phenotype; Polymorphism, Single Nucleotide; Regression Analysis; Schizophrenia / drug therapy; Schizophrenia / genetics; Schizophrenia / virology
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Partially linear varying coefficient models stratified by a functional covariate

STATISTICS & PROBABILITY LETTERS, 82(10), 1807–1814.

By: A. Maity n & J. Huang*

Contributors: A. Maity n & J. Huang*

author keywords: Functional regression; Kernel smoothing; Profile method; Semi-varying coefficient model
Sources: Web Of Science, 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), 421–427.

By: H. He*, H. Zhang*, A. Maity n, Y. Zou*, J. Hussey* & W. Karmaus*

Contributors: H. He*, H. Zhang*, A. Maity n, Y. Zou*, J. Hussey* & W. Karmaus*

author keywords: Reproducing kernels; SNP; Mixed linear models; Testing power; Variable selection
MeSH headings : Algorithms; Asthma / genetics; Computer Simulation; Databases, Genetic; Humans; Lung Diseases / genetics; Polymorphism, Single Nucleotide; Sample Size; Software
Sources: Web Of Science, ORCID
Added: August 6, 2018

2012 journal article

Testing for spatial isotropy under general designs

Journal of Statistical Planning and Inference, 142(5), 1081–1091.

By: A. Maity n & M. Sherman*

Contributors: A. Maity n & M. Sherman*

author keywords: Anisotropy; Covariogram; Isotropy; Spatial bootstrap; Spatial statistics
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.

By: S. Bandyopadhyay* & A. Maity n

Contributors: S. Bandyopadhyay* & A. Maity n

author keywords: Sabine river; Semiparametric model; Spline
Sources: Web Of Science, 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.

By: A. Maity* & T. Apanasovich

Contributors: A. Maity* & T. Apanasovich

author keywords: Generalized estimating equations; generalized linear mixed models; kernel method; measurement error; Monte Carlo Corrected Score; semiparametric regression
Sources: Web Of Science, 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), 313–323.

By: M. Sherman*, A. Maity n & S. Wang*

Contributors: M. Sherman*, A. Maity n & S. Wang*

author keywords: Fieller's interval; Ratio estimation; Variance estimation; Sample surveys; Small sample inference
Sources: Web Of Science, 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), 1271–1284.

By: A. Maity n & X. Lin*

Contributors: A. Maity n & X. Lin*

author keywords: Garrote; Gene-gene interaction; Kernel machine; Mixed models; Restricted maximum likelihood; Score test; Semiparametric regression
MeSH headings : Algorithms; Artificial Intelligence; Biomarkers, Tumor / genetics; Genetic Predisposition to Disease / epidemiology; Genetic Predisposition to Disease / genetics; Humans; Male; Michigan / epidemiology; Prostatic Neoplasms / epidemiology; Prostatic Neoplasms / genetics; Protein Interaction Mapping / methods
Sources: Web Of Science, 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), 661–666.

By: M. Perry*, X. Chen, M. McAuliffe, A. Maity n & G. Deloid

Contributors: M. Perry*, X. Chen, M. Mcauliffe, A. Maity n & G. Deloid

author keywords: aneuploidy; chromosomal aberrations; in situ hybridization; fluorescence; reproduction; sperm
MeSH headings : Adolescent; Adult; Aneuploidy; Chromosomes, Human, Pair 18 / genetics; Chromosomes, Human, X / genetics; Chromosomes, Human, Y / genetics; Humans; In Situ Hybridization, Fluorescence / methods; Male; Middle Aged; Sex Chromosome Aberrations; Spermatozoa / pathology; Uniparental Disomy / cytology
Sources: Web Of Science, 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), 1010–1016.

By: J. Meeker*, A. Maity n, S. Missmer*, P. Williams*, S. Mahalingaiah*, S. Ehrlich, K. Berry*, L. Altshul ...

Contributors: J. Meeker*, A. Maity n, S. Missmer*, P. Williams*, S. Mahalingaiah*, S. Ehrlich, K. Berry*, L. Altshul ...

author keywords: environment; epidemiology; female; organochlorine; reproduction
MeSH headings : Abortion, Spontaneous / chemically induced; Abortion, Spontaneous / epidemiology; Adult; Boston / epidemiology; Cohort Studies; Embryo Implantation / drug effects; Environmental Exposure; Environmental Pollutants / blood; Environmental Pollutants / toxicity; False Positive Reactions; Female; Fertilization in Vitro / drug effects; Humans; Polychlorinated Biphenyls / blood; Polychlorinated Biphenyls / toxicity; Pregnancy; Pregnancy Outcome / epidemiology
Sources: Web Of Science, ORCID
Added: August 6, 2018

2011 journal article

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

STATISTICS & PROBABILITY LETTERS, 81(7), 717–723.

By: J. Wei*, R. Carroll* & A. Maity n

Contributors: J. Wei*, R. Carroll* & A. Maity n

author keywords: Function estimation; Generalized likelihood ratio; Interactions; Nonparametric regression; Partially linear logistic model
Sources: Web Of Science, 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.

By: J. Schwartz, T. Sofer, A. Maity*, X. Lin & A. Baccarelli

Source: ORCID
Added: September 4, 2019

2010 chapter

Proportional Hazards Regression Using Bayesian Kernel Machines

In Bayesian Modeling in Bioinformatics.

By: D. Dey, S. Ghosh & B. Mallick

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), 390–400.

Contributors: L. Zhou*, J. Huang*, J. Martinez*, R. Carroll*, A. Maity* & V. Baladandayuthapani*

author keywords: Longitudinal data; Penalized splines; Principal components; Reduced rank models
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), 10–31.

By: R. Carroll*, A. Maity*, E. Mammen* & K. Yu*

co-author countries: Germany 🇩🇪
author keywords: Additive models; Generalized least squares; Interaction testing; Nonparametric regression; Partially linear model; Repeated measures; Smooth backfitting; Tukey-type models
Source: ORCID
Added: September 4, 2019

2009 journal article

Nonparametric Additive Regression for Repeatedly Measured Data

Biometrika, 96(2), 383–398.

By: R. Carroll*, A. Maity*, E. Mammen* & K. Yu*

co-author countries: Germany 🇩🇪

Contributors: R. Carroll*, A. Maity*, E. Mammen* & K. Yu*

author keywords: Additive model; Generalized least square; Nonparametric regression; Repeated measure; Smooth backfitting
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), 318–348.

By: T. Apanasovich, R. Carroll & A. Maity*

author keywords: Berkson measurement errors; measurement error; misspecified models; nonparametric regression; radiation epidemiology; semiparametric models; SIMEX; simulation-extrapolation; standard error estimation; uniform expansions
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), 75–96.

By: A. Maity*, R. Carroll*, E. Mammen* & N. Chatterjee*

co-author countries: Germany 🇩🇪

Contributors: A. Maity*, R. Carroll*, E. Mammen* & N. Chatterjee*

author keywords: Additive models; Diplotypes; Function estimation; Non-parametric regression; Omnibus hypothesis testing; Partially linear model; Repeated measures; Score test; Semiparametric models; Smooth backfitting; Tukey's 1 degree-of-freedom model
Source: ORCID
Added: September 4, 2019

2008 thesis

Efficient Inference in General Semiparametric Regression Models

http://oaktrust.library.tamu.edu/handle/1969.1/ETD-TAMU-3075

Arnab Maity

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), 2744–2750.

By: A. Maity*

Contributors: A. Maity*

Source: ORCID
Added: September 4, 2019

2008 article

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

Collections, p. 123–137.

By: A. Maity*, T. Apanasovich & R. Carroll

Source: ORCID
Added: September 4, 2019

2008 journal article

On adaptive linear regression

Journal of Applied Statistics, 35(12), 1409–1422.

By: A. Maity* & M. Sherman*

Contributors: A. Maity* & M. Sherman*

author keywords: adaptive regression; heavy-tailed error; least absolute deviation regression; mean squared error; ordinary least-squares regression
Source: ORCID
Added: September 4, 2019

2007 journal article

Comments on: Nonparametric inference with generalized likelihood ratio tests

Test, 16(3), 456–458.

By: R. Carroll* & A. Maity*

Contributors: R. Carroll* & A. Maity*

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.

By: A. Maity*, Y. Ma* & R. Carroll*

Contributors: A. Maity*, Y. Ma* & R. Carroll*

author keywords: generalized estimating equations; kernel methods; measurement error; missing data; nonparametric regression; nutrition; partially linear model; profile method; semiparametric efficient score; semiparametric information bound; single-index models
Source: ORCID
Added: September 4, 2019

2006 journal article

The two-sample t test with one variance unknown

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

By: A. Maity* & M. Sherman*

Contributors: A. Maity* & M. Sherman*

author keywords: Behrens-Fisher; moments; Satterthwaite
Source: ORCID
Added: September 4, 2019

2005 journal article

A Perturbation Technique for Sample Moment Matching in Kernel Density Estimation

Calcutta Statistical Association Bulletin.

Arnab Maity

Source: ORCID
Added: September 5, 2019

Employment

Updated: September 14th, 2016 22:57

2010 - present

North Carolina State University Raleigh, NC, US
Associate Professor Statistics

2008 - 2010

Harvard School of Public Health Boston, MA, US
Research Fellow Biostatistics

Education

Updated: September 4th, 2019 21:34

2005 - 2008

Texas A&M University College Station, TX, US
PhD Statistics

2003 - 2005

Texas A&M University College Station, TX, US
MS Statistics

2000 - 2003

Indian Statistical Institute Kolkata, West Bengal, IN
BS Statistics

Funding History

Funding history based on the linked ORCID record. Updated: May 7th, 2020 22:19

grant September 6, 2019 - June 30, 2024
Characterizing the Human Imprint Regulatory Regions Associated with Childhood Obesity
National Institute of Child Health and Human Development
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

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