Heping Zhang

C. Li, J. Krystal, Heping Zhang, 2012, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

PKNOX2 gene is significantly associated with substance dependence in European-origin women.

B. Singer, Heping Zhang, Kelly Cho, 2009, Proceedings of the National Academy of Sciences of the United States of America.

Results of a genomewide linkage scan: Support for chromosomes 9 and 11 loci increasing risk for cigarette smoking

V. Hesselbrock, G. Page, Heping Zhang, 2004, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

Residuals and Diagnostics for Ordinal Regression Models: A Surrogate Approach

Heping Zhang, Dungang Liu, Heping Zhang, 2018, Journal of the American Statistical Association.

A forest-based approach to identifying gene and gene–gene interactions

Heping Zhang, Ching‐Ti Liu, Meizhuo Zhang, 2007, Proceedings of the National Academy of Sciences.

A genome-wide association analysis of Framingham Heart Study longitudinal data using multivariate adaptive splines

Heping Zhang, Meizhuo Zhang, Kelly Cho, 2009, BMC proceedings.

Memory management in genome-wide association studies

Heping Zhang, Wensheng Zhu, Meizhuo Zhang, 2009, BMC proceedings.

A genome-wide tree- and forest-based association analysis of comorbidity of alcoholism and smoking

Heping Zhang, Yuanqing Ye, Heping Zhang, 2005, BMC Genetics.

Genetic Association Test for Multiple Traits at Gene Level

Heping Zhang, Xueqin Wang, Xiaobo Guo, 2013, Genetic epidemiology.

Inference for multivariate mixtures of two unknown symmetric components

Heping Zhang, Xueqin Wang, Xiaobo Guo, 2014 .

Hierarchical Change-Point Detection for Multivariate Time Series via a Ball Detection Function

Heping Zhang, Xueqin Wang, Wenliang Pan, 2018 .

Longitudinal association of alcohol use with HIV disease progression and psychological health of women with HIV

D. Vlahov, Heping Zhang, J. Ickovics, 2009, AIDS care.

Genetic Analysis Workshop 14: microsatellite and single-nucleotide polymorphism marker loci for genome-wide scans

N. Mendell, A. Paterson, V. Vieland, 2005, BMC Genetics.

Asymptotics for estimation and testing procedures under loss of identifiability

Heping Zhang, Hong-Tu Zhu, 2006 .

A genomic imprinting test for ordinal traits in pedigree data

Heping Zhang, R. Feng, 2008, Genetic epidemiology.

Analysis of Censored Data: Survival Trees

B. Singer, Heping Zhang, 1999 .

Predicting high-risk cholesterol levels

Heping Zhang, Richard A. Olshen, E. S. Venkatraman, 1994 .

Simulating Realistic Genomic Data With Rare Variants

Chi Song, Heping Zhang, Heping Zhang, 2013, Genetic epidemiology.

TARV: Tree‐based Analysis of Rare Variants Identifying Risk Modifying Variants in CTNNA2 and CNTNAP2 for Alcohol Addiction

Heping Zhang, C. Song, 2014, Genetic epidemiology.

A score test for linkage analysis of ordinal traits based on IBD sharing.

Heping Zhang, R. Feng, 2008, Biostatistics.

Relative efficiency of using summary versus individual data in random‐effects meta‐analysis

D. Chen, Heping Zhang, Dungang Liu, 2020, Biometrics.

Association between common alcohol dehydrogenase gene (ADH) variants and schizophrenia and autism

J. Krystal, Heping Zhang, M. State, 2013, Human Genetics.

Subgroup Identification in Personalized Treatment of Alcohol Dependence.

Jeremy MG Taylor, Joseph Kang, Heping Zhang, 2015, Alcoholism, clinical and experimental research.

Association Tests of Multiple Phenotypes: ATeMP

Heping Zhang, M. He, Xueqin Wang, 2015, PLoS ONE.

discriminative methods Analysis of molecular profile data using generative and

Christophe Ambroise, Heping Zhang, Geoffrey J. McLachlan, 2015 .

Super‐variants identification for brain connectivity

Heping Zhang, Jianchang Hu, Ting Li, 2020, Human brain mapping.

Energy bagging tree.

Heping Zhang, Xueqin Wang, Taoyun Cao, 2016, Statistics and its interface.

An analysis of moderators in the COMBINE study: Identifying subgroups of patients who benefit from acamprosate

Heping Zhang, R. Gueorguieva, S. O'Malley, 2015, European Neuropsychopharmacology.

Super-taxon in human microbiome are identified to be associated with colorectal cancer

Heping Zhang, Jianchang Hu, Ting Li, 2022, BMC Bioinformatics.

Tree-Based Cancer Classification and Diagnosis Using Gene Expression Data

Heping Zhang, 2005 .

Racial and ethnic differences in the polycystic ovary syndrome metabolic phenotype

K. Barnhart, S. Krawetz, A. Hohmann, 2017, American journal of obstetrics and gynecology.

Comparison of single‐nucleotide polymorphisms and microsatellite markers for linkage analysis in the COGA and simulated data sets for Genetic Analysis Workshop 14: Presentation Groups 1, 2, and 3

E. Wijsman, G. Kennedy, E. Pugh, 2005, Genetic epidemiology.

Recurrence of bipolar disorders and major depression

Heping Zhang, P. Lavori, A. Gamma, 2003, European archives of psychiatry and clinical neuroscience.

Preoperative Anxiety and Emergence Delirium and Postoperative Maladaptive Behaviors

Heping Zhang, R. Feng, L. Mayes, 2004, Anesthesia and analgesia.

Testing violations of the exponential assumption in cancer clinical trials with survival endpoints

L. Pusztai, Heping Zhang, D. Zelterman, 2017, Biometrics.

Soluble levels of CD27 and CD30 are associated with risk of non‐Hodgkin lymphoma in three Chinese prospective cohorts

N. Rothman, Heping Zhang, X. Shu, 2015, International journal of cancer.

DOPA decarboxylase gene is associated with nicotine dependence.

Ming D. Li, Heping Zhang, Y. Ye, 2006, Pharmacogenomics.

dipm: an R package implementing the Depth Importance in Precision Medicine (DIPM) tree and Forest-based method

Heping Zhang, Victoria Chen, Cai Li, 2022, Bioinformatics advances.

Generalized score test of homogeneity for mixed effects models

Heping Zhang, Hong-Tu Zhu, 2006, math/0608028.

The dose effect of a group intervention for bereaved HIV-positive individuals.

Heping Zhang, K. Sikkema, N. Hansen, 2006 .

Prenatal exposure to nicotine and impaired reading performance.

Jan C. Frijters, Heping Zhang, Kelly Cho, 2013, The Journal of pediatrics.

Analysis of Longitudinal Data

B. Singer, Heping Zhang, 1999 .

Course of Tic Severity in Tourette Syndrome: The First Two Decades

B. Peterson, Heping Zhang, J. Leckman, 1998, Pediatrics.

The Genetic Susceptibility to Respiratory Distress Syndrome

Heping Zhang, V. Bhandari, N. Hussain, 2009, Pediatric Research.

Occupational Exposure to Benzene and Non-Hodgkin Lymphoma in a Population-Based Cohort: The Shanghai Women’s Health Study

N. Rothman, R. Vermeulen, Heping Zhang, 2015, Environmental health perspectives.

Assessing Sex Differences on Treatment Effectiveness from the Drug Abuse Treatment Outcome Study (DATOS)

Heping Zhang, S. Acharyya, 2003, The American journal of drug and alcohol abuse.

Retraction. PKNOX2 gene is significantly associated with substance dependence in European-origin women.

B. Singer, Heping Zhang, Kelly Cho, 2009, Proceedings of the National Academy of Sciences of the United States of America.

Analysis of the RPE transcriptome reveals dynamic changes during the development of the outer blood-retinal barrier.

M. Weitzman, Heping Zhang, Xiang Chen, 2007, Molecular vision.

Genetic Contribution to Patent Ductus Arteriosus in the Premature Newborn

Heping Zhang, V. Bhandari, N. Hussain, 2009, Pediatrics.

PSMC2 and CXCL8-Modulated Four Critical Gene Biomarkers and Druggable and Vaccinable Targets for Colorectal Cancer

Heping Zhang, Ning Zhang, W. Zheng, 2022, bioRxiv.

Sex‐specific associations between traumatic experiences and resting‐state functional connectivity in the Philadelphia Neurodevelopmental Cohort

Jeffrey G Malins, Heping Zhang, J. Gruen, 2020, bioRxiv.

CELL AND TUMOR CLASSIFICATIONS USING GENE EXPRESSION DATA : FORESTS VERSUS TREES

Heping Zhang, Chang-Yung Yu, 2002 .

0324 Occupational exposure to benzene and risk of non-Hodgkin lymphoma in a population-based cohort study of Chinese women in Shanghai0324 Occupational exposure to benzene and risk of non-Hodgkin lymphoma in a population-based cohort study of Chinese women in Shanghai

N. Rothman, R. Vermeulen, Heping Zhang, 2014, Occupational and Environmental Medicine.

Association between common alcohol dehydrogenase gene (ADH) variants and schizophrenia and autism

J. Krystal, Heping Zhang, M. State, 2013, Human Genetics.

Use of classification trees for association studies

Heping Zhang, H. Zhang, G. Bonney, 2000, Genetic epidemiology.

Genome‐wide mediation analysis of psychiatric and cognitive traits through imaging phenotypes

Heping Zhang, Xuan Bi, Tengfei Li, 2017, Human brain mapping.

Sex differences in grey matter atrophy patterns among AD and aMCI patients: Results from ADNI

Dinggang Shen, Wei Gao, Yaping Wang, 2011, NeuroImage.

Impaired consciousness in temporal lobe seizures: role of cortical slow activity.

Li Yang, Hal Blumenfeld, Orrin Devinsky, 2010, Brain : a journal of neurology.

Substance-abusing mothers and disruptions in child custody: an attachment perspective.

S. Luthar, Heping Zhang, T. Mcmahon, 2006, Journal of substance abuse treatment.

Predicting High-Risk Cholesterol

R. Olshen, Heping Zhang, E. Venkatraman, 1994 .

Mixed effects multivariate adaptive splines model for the analysis of longitudinal and growth curve data

Heping Zhang, Heping Zhang, 2004, Statistical methods in medical research.

Adulthood outcome of tic and obsessive-compulsive symptom severity in children with Tourette syndrome.

B. Peterson, Heping Zhang, J. Leckman, 2006, Archives of pediatrics & adolescent medicine.

An accurate and powerful method for copy number variation detection

Heping Zhang, Xiangjun Xiao, Feifei Xiao, 2019, Bioinform..

THE SCREENING AND RANKING ALGORITHM TO DETECT DNA COPY NUMBER VARIATIONS.

Heping Zhang, Yue S Niu, Heping Zhang, 2012, The annals of applied statistics.

Family‐based association tests for ordinal traits adjusting for covariates

Heping Zhang, Y. Ye, Xueqin Wang, 2006, Genetic epidemiology.

Diffusible retinal secretions regulate the expression of tight junctions and other diverse functions of the retinal pigment epithelium

Heping Zhang, Xiang Chen, L. Rizzolo, 2008, Molecular vision.

Visual-motor integration functioning in children with Tourette syndrome.

R. Schultz, B. Peterson, D. Cohen, 1998, Neuropsychology.

An Association Test for Multiple Traits Based on the Generalized Kendall’s Tau

Heping Zhang, Heping Zhang, Ching‐Ti Liu, 2010, Journal of the American Statistical Association.

Genetic Susceptibility to Retinopathy of Prematurity

L. Ment, Heping Zhang, V. Bhandari, 2006, Pediatrics.

Familial and Genetic Susceptibility to Major Neonatal Morbidities in Preterm Twins

L. Ment, G. Page, Heping Zhang, 2006, Pediatrics.

A univariate perspective of multivariate genome‐wide association analysis

Heping Zhang, M. He, Xueqin Wang, 2018, Genetic epidemiology.

Novel tree-based method to generate markers from rare variant data

Heping Zhang, R. Calixte, Yunxiao He, 2011, BMC proceedings.

Rare SERINC2 variants are specific for alcohol dependence in individuals of European descent

C. Li, J. Krystal, Heping Zhang, 2013, Pharmacogenetics and genomics.

Correlating observed odds ratios from lung cancer case-control studies to SNP functional scores predicted by bioinformatic tools.

Heping Zhang, Tongzhang Zheng, Xifeng Wu, 2008, Mutation research.

Targeted Inference Involving High-Dimensional Data Using Nuisance Penalized Regression

Qiang Sun, Heping Zhang, Qiang Sun, 2020, Journal of the American Statistical Association.

Polycystic ovary syndrome and autism: A test of the prenatal sex steroid theory

R. Payne, S. Baron-Cohen, Heping Zhang, 2018, Translational Psychiatry.

Tree‐Based Linkage and Association Analyses of Asthma

Heping Zhang, Chin-Pei Tsai, G. Bonney, 2001, Genetic epidemiology.

Detecting significant single-nucleotide polymorphisms in a rheumatoid arthritis study using random forests

Heping Zhang, Wensheng Zhu, Meizhuo Zhang, 2009 .

Cell and tumor classification using gene expression data: Construction of forests

Heping Zhang, Chang-Yung Yu, Burton Singer, 2003, Proceedings of the National Academy of Sciences of the United States of America.

THE SCREENING AND RANKING ALGORITHM FOR CHANGE-POINTS DETECTION IN MULTIPLE SAMPLES.

Heping Zhang, Chi Song, Xiaoyi Min, 2016, The annals of applied statistics.

Multiple Change-point Detection: a Selective Overview

Ning Hao, Heping Zhang, Yue S. Niu, 2015, 1512.04093.

Multiple Change-Point Detection via a Screening and Ranking Algorithm.

Heping Zhang, Yue Selena Niu, Ning Hao, 2013, Statistica Sinica.

The screening and ranking algorithm to detect DNA copy number variations

Heping Zhang, Yue S. Niu, Heping Zhang, 2012, 1210.0345.

Maternal race, demography, and health care disparities impact risk for intraventricular hemorrhage in preterm neonates.

L. Ment, Heping Zhang, S. Shankaran, 2014, The Journal of pediatrics.

The timing and effectiveness of implementing mild interventions of COVID-19 in large industrial regions via a synthetic control method

Heping Zhang, Wenliang Pan, Yukang Jiang, 2021, Statistics and Its Interface.

Supervariants identification for breast cancer

Heping Zhang, Jianchang Hu, Ting Li, 2020, Genetic epidemiology.

Statistical Analysis in Genetic Studies of Mental Illnesses.

Heping Zhang, Heping Zhang, 2011, Statistical science : a review journal of the Institute of Mathematical Statistics.

Optimal Semi-supervised Estimation and Inference for High-dimensional Linear Regression

Yang Ning, Jiwei Zhao, Siyi Deng, 2020 .

opportunitiesgenomics: technological challenges and

R. Strausberg, M. Xiong, B. Singer, 2015 .

NCK2 Is Significantly Associated with Opiates Addiction in African-Origin Men

Heping Zhang, Xiaobo Guo, Yuan Jiang, 2013, TheScientificWorldJournal.

Large Scale Association Analysis for Drug Addiction: Results from SNP to Gene

Heping Zhang, Xueqin Wang, Xiaobo Guo, 2012, TheScientificWorldJournal.

Modified screening and ranking algorithm for copy number variation detection

Heping Zhang, Feifei Xiao, Xiaoyi Min, 2015, Bioinform..

Nonparametric Covariate-Adjusted Association Tests Based on the Generalized Kendall's Tau

Heping Zhang, Wensheng Zhu, Heping Zhang, 2012, Journal of the American Statistical Association.

Impact of COVID-19 Pandemic on the Clinical Activities in Obstetrics and Gynecology: A National Survey in China

Heping Zhang, J. Lang, J. Lv, 2021, Frontiers in Medicine.

A Genome‐Wide Association Study of Early Spontaneous Preterm Delivery

G. Saade, Heping Zhang, Y. Sadovsky, 2015, Genetic epidemiology.

Genetic susceptibility to diffuse large B‐cell lymphoma in a pooled study of three Eastern Asian populations

J. Cerhan, N. Rothman, S. Chanock, 2015, European journal of haematology.

Maximal conditional chi-square importance in random forests

Xiang Chen, Heping Zhang, Minghui Wang, 2010, Bioinform..

Genes and environment in neonatal intraventricular hemorrhage.

W. Carlo, L. Ment, G. Page, 2015, Seminars in perinatology.

Candidate gene analysis: severe intraventricular hemorrhage in inborn preterm neonates.

L. Ment, Heping Zhang, U. Ådén, 2013, The Journal of pediatrics.

Genetic Susceptibility to Retinopathy of Prematurity

L. Ment, Heping Zhang, V. Bhandari, 2006, Pediatrics.

Streptococcal Upper Respiratory Tract Infections and Psychosocial Stress Predict Future Tic and Obsessive-Compulsive Symptom Severity in Children and Adolescents with Tourette Syndrome and Obsessive-Compulsive Disorder

Dwight R. Johnson, Haiqun Lin, Heping Zhang, 2010, Biological Psychiatry.

Antibodies against neural, nuclear, cytoskeletal, and streptococcal epitopes in children and adults with Tourette’s syndrome, Sydenham’s chorea, and autoimmune disorders

B. Peterson, Heping Zhang, J. Leckman, 2001, Biological Psychiatry.

Increased serum levels of interleukin-12 and tumor necrosis factor-alpha in Tourette’s syndrome

Haiqun Lin, Heping Zhang, J. Leckman, 2005, Biological Psychiatry.

Recursive partitioning for tumor classification with gene expression microarray data

M. Xiong, B. Singer, Heping Zhang, 2001, Proceedings of the National Academy of Sciences of the United States of America.

Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces

Wenliang Pan, Jin Zhu, Xueqin Wang, 2021, 2107.07317.

Use of random integration to test equality of high dimensional covariance matrices.

Heping Zhang, Yunlu Jiang, Canhong Wen, 2023, Statistica Sinica.

TENSOR QUANTILE REGRESSION WITH APPLICATION TO ASSOCIATION BETWEEN NEUROIMAGES AND HUMAN INTELLIGENCE.

Heping Zhang, Cai Li, B. Y. Cai Li, 2021, The annals of applied statistics.

Ball Covariance: A Generic Measure of Dependence in Banach Space

Heping Zhang, Hongtu Zhu, Wenliang Pan, 2019, Journal of the American Statistical Association.

A Novel, Functional and Replicable Risk Gene Region for Alcohol Dependence Identified by Genome-Wide Association Study

Hongyu Zhao, C. Li, J. Krystal, 2011, PloS one.

Statistical Methodologies for Analyzing Genomic Data

Heping Zhang, Fenghai Duan, Heping Zhang, 2006 .

Polymorphisms of one-carbon-metabolizing genes and risk of breast cancer in a population-based study.

A. Neugut, Heping Zhang, R. Santella, 2007, Carcinogenesis.

Genome-wide significant association signals in IPO11-HTR1A region specific for alcohol and nicotine codependence.

C. Li, J. Krystal, Heping Zhang, 2013, Alcoholism, clinical and experimental research.

Common genetic variants have associations with human cortical brain regions and risk of schizophrenia

Hongtu Zhu, Heping Zhang, Xuan Bi, 2019, Genetic epidemiology.

Developmental Trajectories of Cocaine-and-Other-Drug—Exposed and Non-Cocaine—Exposed Children

D. Cicchetti, Heping Zhang, S. Acharyya, 2003, Journal of developmental and behavioral pediatrics : JDBP.

Sex chromosome-wide association analysis suggested male-specific risk genes for alcohol dependence

J. Krystal, Heping Zhang, Guilin Wang, 2013, Psychiatric genetics.

The familial aggregation of cannabis use disorders.

K. Merikangas, Heping Zhang, J. Swendsen, 2009, Addiction.

Obsessive‐compulsive symptom dimensions in affected sibling pairs diagnosed with Gilles de la Tourette syndrome

W. McMahon, K. Kidd, A. Pakstis, 2003, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

Basal Ganglia volumes in patients with Gilles de la Tourette syndrome.

Heping Zhang, Bradley S Peterson, Lawrence Scahill, 2003, Archives of general psychiatry.

Longitudinal trajectories of depression and anxiety in a prospective community study: the Zurich Cohort Study.

Heping Zhang, Suddhasatta Acharyya, K. Merikangas, 2003, Archives of general psychiatry.

Disrupted synaptic development in the hypoxic newborn brain

W. Stewart, L. Ment, Heping Zhang, 2002, Proceedings of the National Academy of Sciences of the United States of America.

Willows: a memory efficient tree and forest construction package

Xiang Chen, Heping Zhang, Minghui Wang, 2009, BMC Bioinformatics.

The use of classification trees for bioinformatics

Xiang Chen, Heping Zhang, Minghui Wang, 2011, WIREs Data Mining Knowl. Discov..

Analysis of Twin Data Using SAS

Heping Zhang, Meizhuo Zhang, Rui Feng, 2009, Biometrics.

Psychosocial stress predicts future symptom severities in children and adolescents with Tourette syndrome and/or obsessive-compulsive disorder.

Haiqun Lin, Heping Zhang, J. Leckman, 2007, Journal of child psychology and psychiatry, and allied disciplines.

Editorial

T. Holford, Heping Zhang, 2004 .

Rare ADH variant constellations are specific for alcohol dependence.

C. Li, J. Krystal, Heping Zhang, 2013, Alcohol and alcoholism.

Toward validation of atypical depression in the community: results of the Zurich cohort study.

K. Merikangas, Heping Zhang, A. Gamma, 2002, Journal of affective disorders.

Self-reported menopausal symptoms, coronary artery calcification, and carotid intima-media thickness in recently menopausal women screened for the Kronos early estrogen prevention study (KEEPS).

J. Manson, Heping Zhang, H. Taylor, 2013, Fertility and sterility.

Evaluate the Risk of Resumption of Business for the States of New York, New Jersey and Connecticut via a Pre-Symptomatic and Asymptomatic Transmission Model of COVID-19

Heping Zhang, Yukang Jiang, T. Tian, 2021, Journal of Data Science.

Subtype classification and heterogeneous prognosis model construction in precision medicine

Heping Zhang, Xueqin Wang, Na You, 2018, Biometrics.

Recursive Partitioning and Tree-based Methods

Heping Zhang, Heping Zhang, 2012 .

Analysis of Censored Data: Concepts and Classical Methods

Heping Zhang, Burton H. Singer, B. Singer, 2010 .

Splitting Criteria in Survival Trees

Heping Zhang, Heping Zhang, 1995 .

A diagnostic procedure based on local influence

Heping Zhang, Heping Zhang, Hong-Tu Zhu, 2004 .

Hypothesis testing in mixture regression models

Hongtu Zhu, Heping Zhang, Heping Zhang, 2004 .

Hypothesis Testing in Mixture Regression Models ( Mathematical Details )

Heping Zhang, Heping Zhang, Hong-Tu Zhu, 2004 .

A Latent Variable Model of Segregation Analysis for Ordinal Traits

Hongtu Zhu, Heping Zhang, Rui Feng, 2003 .

Computing Affine Combinations, Distances, and Correlations for Recursive Partition Functions pdf

Heping Zhang, Sean Skwerer, Sean Skwerer, 2015, ArXiv.

Comments on Fifty Years of Classification and Regression Trees.

Heping Zhang, C. Song, 2014, International statistical review = Revue internationale de statistique.

A nonparametric regression method for multiple longitudinal phenotypes using multivariate adaptive splines

Heping Zhang, Wensheng Zhu, Heping Zhang, 2013, Frontiers of mathematics in China : selected papers from Chinese universities.

Identification of Linear Directions in Multivariate Adaptive Spline Models

Heping Zhang, Heping Zhang, Hong-Tu Zhu, 2003 .

NKAIN1-SERINC2 is a functional, replicable and genome-wide significant risk gene region specific for alcohol dependence in subjects of European descent.

C. Li, J. Krystal, Heping Zhang, 2013, Drug and alcohol dependence.

Cortical neurogenesis enhanced by chronic perinatal hypoxia

Laura R. Ment, Heping Zhang, W. Stewart, 2006, Experimental Neurology.

Issues of Z-factor and an approach to avoid them for quality control in high-throughput screening studies

Dandan Wang, Shixue Sun, Heping Zhang, 2020, Bioinform..

Depth importance in precision medicine (DIPM): a tree- and forest-based method for right-censored survival outcomes.

Heping Zhang, Victoria Chen, Heping Zhang, 2020, Biostatistics.

Identifying genetic risk variants associated with brain volumetric phenotypes via K‐sample Ball Divergence method

Heping Zhang, Haizhu Tan, Cai Li, 2021, Genetic epidemiology.

A randomized controlled trial of a coping group intervention for adults with HIV who are AIDS bereaved: longitudinal effects on grief.

Heping Zhang, C. Meade, K. Sikkema, 2006, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

Tree-based analysis of microarray data for classifying breast cancer.

Heping Zhang, Chang-Yung Yu, Heping Zhang, 2002, Frontiers in bioscience : a journal and virtual library.

Disruptive behavior in children with Tourette's syndrome: association with ADHD comorbidity, tic severity, and functional impairment.

B. Peterson, Heping Zhang, J. Leckman, 2003, Journal of the American Academy of Child and Adolescent Psychiatry.

Its Cognitive Correlates in Prematurely Born Children A Functional Magnetic Resonance Imaging Study of Language Processing and

B. Vohr, R. Makuch, L. Ment, 2012 .

A polynomial algorithm for best-subset selection problem

Jin Zhu, Canhong Wen, Junxian Zhu, 2020, Proceedings of the National Academy of Sciences.

Diagnostic measures for empirical likelihood of general estimating equations

Hongtu Zhu, Joseph G. Ibrahim, Heping Zhang, 2008 .

Multiscale Adaptive Marginal Analysis of Longitudinal Neuroimaging Data with Time‐Varying Covariates

Heping Zhang, Hongtu Zhu, Martha Skup, 2012, Biometrics.

A left cerebellar pathway mediates language in prematurely-born young adults

Heping Zhang, Dustin Scheinost, Xenophon Papademetris, 2013, NeuroImage.

Risk factors associated with mortality of COVID-19 in 2692 counties of the United States

Heping Zhang, H. Zhang, J. Zhang, 2020, medRxiv.

Search for the smallest random forest.

Heping Zhang, Minghui Wang, Heping Zhang, 2009, Statistics and its interface.

Development of the Yale Children's Global Stress Index (YCGSI) and its application in children and adolescents ith Tourette's syndrome and obsessive-compulsive disorder.

Haiqun Lin, Heping Zhang, J. Leckman, 2003, Journal of the American Academy of Child and Adolescent Psychiatry.

Linkage analysis of ordinal traits for pedigree data.

Heping Zhang, Heping Zhang, J. Leckman, 2004, Proceedings of the National Academy of Sciences of the United States of America.

Genomewide scan of hoarding in sib pairs in which both sibs have Gilles de la Tourette syndrome.

K. Kidd, Heping Zhang, J. Leckman, 2002, American journal of human genetics.

Neonatal hypoxia suppresses oligodendrocyte Nogo-A and increases axonal sprouting in a rodent model for human prematurity

W. Stewart, L. Ment, Heping Zhang, 2004, Experimental Neurology.

Variable Selection With Prior Information for Generalized Linear Models via the Prior LASSO Method

Heping Zhang, Yunxiao He, Heping Zhang, 2016, Journal of the American Statistical Association.

Confidence Regions in Linear Functional Relationships

Heping Zhang, 1994 .

Ascertainment in Genetics Studies

Heping Zhang, Heping Zhang, Xueqin Wang, 2007 .

The spectrum of social phobia in the zurich cohort study of young adults

K. Merikangas, Heping Zhang, S. Acharyya, 2002, Biological Psychiatry.

Genetic variants are identified to increase risk of COVID-19 related mortality from UK Biobank data

Heping Zhang, Jianchang Hu, Ting Li, 2021, Human genomics.

Identifying Genetic Variants for Addiction via Propensity Score Adjusted Generalized Kendall’s Tau

Heping Zhang, Ni Li, Heping Zhang, 2014, Journal of the American Statistical Association.

The Nuclear Transcription Factor PKNOX2 Is a Candidate Gene for Substance Dependence in European-Origin Women

Heping Zhang, Kelly Cho, Burton H. Singer, 2011, PloS one.

A Frailty Model of Segregation Analysis: Understanding the Familial Transmission of Alcoholism

K Merikangas, K. Merikangas, Heping Zhang, 2000, Biometrics.

Modeling Pregnancy Outcomes Through Sequentially Nested Regression Models

Heping Zhang, Xuan Bi, Long Feng, 2021, Journal of the American Statistical Association.

Joint Modeling of Time Series Measures and Recurrent Events and Analysis of the Effects of Air Quality on Respiratory Symptoms

P. Diggle, Heping Zhang, Y. Ye, 2008 .

Analysis of Censored Data: Examples

B. Singer, Heping Zhang, 2010 .

A modified classification tree method for personalized medicine decisions.

Ralitza Gueorguieva, Wan-Min Tsai, Heping Zhang, 2016, Statistics and its interface.

Regression and data mining methods for analyses of multiple rare variants in the Genetic Analysis Workshop 17 mini‐exome data

Heping Zhang, Ying Liu, Joan E Bailey-Wilson, 2011, Genetic epidemiology.

Modeling Multiple Responses via Bootstrapping Margins with an Application to Genetic Association Testing.

Heping Zhang, Jiwei Zhao, Heping Zhang, 2016, Statistics and its interface.

Detection of Genes for Ordinal Traits in Nuclear Families and a Unified Approach for Association Studies

Heping Zhang, Yuanqing Ye, Heping Zhang, 2006, Genetics.

Linkage analysis and association analysis in the presence of linkage using age at onset of COGA alcoholism data

Heping Zhang, Xiaoyun Zhong, 2005, BMC Genetics.

The impact of environmental and genetic factors on neonatal late-onset sepsis.

Heping Zhang, V. Bhandari, N. Hussain, 2011, The Journal of pediatrics.

A Super Scalable Algorithm for Short Segment Detection

Heping Zhang, Feifei Xiao, Ning Hao, 2020, Statistics in Biosciences.

Rejoinder: “Evaluate the Risk of Resumption of Business for the States of New York, New Jersey and Connecticut via a Pre-Symptomatic and Asymptomatic Transmission Model of COVID-19”

Heping Zhang, Yukang Jiang, T. Tian, 2021, Journal of Data Science.

Five Critical Gene-Based Biomarkers With Optimal Performance for Hepatocellular Carcinoma

Heping Zhang, M. Yeh, Yongjun Liu, 2023, Cancer informatics.

Random and Deterministic Forests

Heping Zhang, Burton H. Singer, B. Singer, 2010 .

Gene-environment interactions in severe intraventricular hemorrhage of preterm neonates

Soo Hyun Kwon, L. Ment, Heping Zhang, 2013, Pediatric Research.

LOT: a tool for linkage analysis of ordinal traits for pedigree data

Xiang Chen, Heping Zhang, Rui Feng, 2008, Bioinform..

Longitudinal Effects of Coping on Outcome in a Randomized Controlled Trial of a Group Intervention for HIV-Positive Adults with AIDS-Related Bereavement

Heping Zhang, K. Sikkema, N. Hansen, 2006, Death studies.

Propensity score‐based nonparametric test revealing genetic variants underlying bipolar disorder

Heping Zhang, Yuan Jiang, 2011, Genetic epidemiology.

Multivariate Adaptive Splines for Analysis of Longitudinal Data

Heping Zhang, Heping Zhang, 1997 .

A LASSO-based approach to analyzing rare variants in genetic association studies

Heping Zhang, R. Calixte, Yunxiao He, 2011, BMC proceedings.

Simulating Realistic Genomic Data With Rare Variants

Heping Zhang, Yaji Xu, C. Song, 2013, Genetic epidemiology.

Common PTP4A1-PHF3-EYS variants are specific for alcohol dependence.

Heping Zhang, Guilin Wang, Xingguang Luo, 2014, The American journal on addictions.

Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces

Heping Zhang, Xueqin Wang, Wenliang Pan, 2021, Journal of the American Statistical Association.

Detecting significant single-nucleotide polymorphisms in a rheumatoid arthritis study using random forests

Heping Zhang, Meizhuo Zhang, Kelly Cho, 2009, BMC proceedings.

Statistical Analysis of Diffusion Tensors in Diffusion-weighted Magnetic Resonance Image Data ( Technical Details ) ∗

Heping Zhang, Hongtu Zhu, Joseph G. Ibrahim, 2007 .

A genome-wide association analysis of Framingham Heart Study longitudinal data using multivariate adaptive splines

Heping Zhang, Meizhuo Zhang, Kelly Cho, 2009, BMC proceedings.

Linkage analysis of longitudinal data and design consideration

Heping Zhang, Xiaoyun Zhong, 2006, BMC Genetics.

Analysis of Multiple Discrete Responses

Heping Zhang, Burton H. Singer, B. Singer, 2010 .

Mixed-Effects Multivariate Adaptive Splines Models

Heping Zhang, Heping Zhang, 2003 .

Confidence regions in semilinear regression

D. Siegmund, Heping Zhang, Mark Knowles, 1991 .

Confidence regions in broken line regression

Heping Zhang, D. Siegmund, Heping Zhang, 1994 .

Longitudinal trajectories of depression and anxiety in a prospective community study: the Zurich Cohort Study.

K. Merikangas, Heping Zhang, S. Acharyya, 2003, Archives of general psychiatry.

The Null Distributions of Test Statistics in Genomewide Association Studies

Heping Zhang, Xiang Chen, Heping Zhang, 2009, Statistics in biosciences.

A tree-based method of analysis for prospective studies.

T Holford, T. Holford, M. Bracken, 1996, Statistics in medicine.