WAKE FOREST UNIVERSITY SCHOOL of MEDICINE CURRICULUM VITAE

NAME: Edward Haksing Ip, Ph.D. Alias: Eddie

  Chinese name:    葉克聲 

ACADEMIC TITLE: Professor (with tenure)

ADDRESS: Division of Public Health Sciences

Department on Biostatistical Sciences Wake Forest Health Sciences Medical Center Boulevard. WC23 Winston-Salem, North Carolina 27157 Email: eip@wakehealth.edu

Telephone: (336) 716-9833 Fax: (336) 716-6427

EDUCATION:

1984 Dip. Ed. (mathematics), Chinese University of Hong Kong

1988 Postgrad. Cert. (with distinction), Software Engineering, University of Hong Kong

1991 A.M., Education, Stanford University

Emphasis: Research and evaluation methodology

1995 Ph. D., Statistics, Stanford University Thesis title: Stochastic Expectation-Maximization (EM): Theory and method

Thesis advisor: Ingram Olkin, Ph.D.

ACADEMIC APPOINTMENTS:

2003 – Professor (2009-) Department of Biostatistical Sciences, (Joint appointment)

Department of Social Sciences & Health Policy, Division of Public Health Sciences, Wake Forest School of Medicine (WFSM), Winston-Salem, North Carolina, USA (2003-2009) Associate professor, Department of Biostatistical Sciences (2004-) Co-leader, Biostatistics Core, Pepper Older Americans Independence Center, WFSM (2009-2012) Associate Chair of Research and Faculty Development,

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Department of Biostatistical Sciences

1996 -2003 Assistant Professor, Information & Operations Management, Marshall School of Business, University of Southern California

1994 - 1996 Associate research scientist, Large-Scale Assessment Group, Statistics and Psychometric Division, Educational Testing Service, Princeton, New Jersey Conducted psychometric research on issues arising from large-scale surveys, communicated results to federal officials, researchers and policy makers.

1994 Research associate, Scientific Computing Division, Sandia National Laboratories, Livermore, California

Conducted research on stochastic maximization that is related to the EM algorithm.

1993 Fellow, Educational Testing Service (ETS) Conducted research on differential information loss in psychometric models for the National Assessment of Educational Progress, a Congress-mandated national survey.

1992 Research associate, Cognitive Science & Instruction, ETS, Emeryville, California Conducted psychometric research on observational data collected from the California Teachers Assessment, a project funded by the state of California. Project director: Dr. John Frederickson.

1991 -1993 Graduate teaching assistant, Stanford University, California Assisted teaching classes in statistics, education, and MA/MBA program. Courses included elementary statistics, multivariate statistics, and meta-analysis. Held weekly tutorial and discussion sessions for Ph.D. students.

1990 Supervisor of student teachers, Stanford Teachers Education Program (STEP), School of Education, Stanford University Supervised, advised and evaluated a group of 4 master STEP students during their practicum, which would fulfill their requirement for obtaining the California teacher's license.

1987-1989 Committee member, mathematics panel, Hong Kong Examination Authority Oversaw public exam taken by approximately 200,000 students each year. Designed and edited exam items in algebra, calculus, and analysis. Created scoring rubric, and reviewed assessment results from statistical and psychometric analyses.

PROFESSIONAL APPOINTMENTS AND ACTIVITIES: Study Sections and Grant Review Panels 2003 Review panel, Division of Information & Intelligent System, National Science

Foundation

2004 Review panel, Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences, National Science Foundation

2005 Ad hoc reviewer, Special Emphasis Panel (Item Response Theory and Patient

Reported Outcome in Clinical Oncology Practice) of the National Cancer Institute, National Institute of Health

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2006 Review panel, Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences, National Science Foundation

2006 (2 times) Ad hoc reviewer, Special Emphasis Panel (Item Response Theory and Patient Reported Outcome in Clinical Oncology Practice) of the National Cancer Institute, NIH

2007 Ad hoc reviewer, Study Section on Biostatistical Methods and Research Designs,

NIH

2008 Review panel, Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences, National Science Foundation

2008 Chair, Special Emphasis Panel (Health of the Population), NIH

2009 Ad hoc reviewer, joint panel for Behavioral Genetics and Epidemiology, and

Biostatistical Design and Research Methods, NIH

2009 Reviewer (2 times), Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences, National Science Foundation

2009 Reviewer, Patient-reported Outcome Management Information System (PROMIS II) Special Emphasis Panel, NIH

2009 Reviewer (3 times), Measurements and Methods for Social and Behavioral

Sciences, NIH

2009 Reviewer, Challenge Grant, Cognitive and Perception Study Section, NIH 2010 Reviewer (3 times), Measurements and Methods for Social and Behavioral

Sciences, NIH Reviewer, Methods, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences, National Science Foundation Reviewer, Special emphasis panel: Scientific Models to Improve Health review, NIH

2011 Reviewer (2 times), Measurements and Methods for Social and Behavioral Sciences, NIH Reviewer, System-oriented Pediatrics Obesity Research and Training (SPORT) Center of Excellence (U54), NIH

2012 Reviewer, NIH SBIR/STTR awards Review panelist, NSF, Computer Science and Engineering, Social, Behavioral, and Economic Sciences

Reviewer, Biobehavioral Mechanisms of Emotion, Stress and Health Study Section, NIH

Reviewer, Healthcare delivery and Methodology Study Section, NIH

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2013 Reviewer, Methods, Measurement, and Statistics, NSF 2015 Ad Hoc Reviewer, Risk, Prevention, and Intervention for Addictions (RPIA), NIH

Ad Hoc Reviewer, Community-Level Health Promotion (CLHP) study section, NIH

Editorial Boards 2007-present Associate Editor, Psychometrika (published by the Psychometric Society) handled approximately 15-25 rounds of review per year 2003-Present Associate Editor, Journal of Educational & Behavioral Statistics (jointly

published by the American Educational Research Association and the American Statistical Association)

Other editorial work Journal Management Board Journal of Educational & Behavioral Statistics (2003-2008) Reviewer *Official journals of professional institutions are marked by asterisk

2015 Quality of Life Research*(2) American Journal of Epidemiology Journal of Educational and Behavioral Statistics*

2014 Quality of Life Research*

Journal of Gerontology: Medical Sciences* PLoS One Annals of the New York Academy of Sciences Academic Pediatrics American Journal of Sociology* American Journal of Preventive Medicine American Journal of Public Health* Journal of Educational and Behavioral Statistics*

2013 Psychological Methods*

Journal of Multivariate Analysis (2) Statistics in Medicine

Journal of Gerontology: Medical Sciences* Annals of the New York Academy of Sciences Clinical Interventions in Aging Quality of Life Research* (2)

Journal of Educational & Behavioral Statistics* Psychometrika* PLOS One

2012 Journal of the American Statistical Association*

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Journal of Gerontology: Medical Sciences* (2) Journal of Multivariate Analysis

Applied Psychological Measurement Sociological Research and Method Quality of Life Research* (2) Biostatistics Health Education and Behavior Family and Community Health Journal of Educational Measurement* Ethnicity and Disease BMC Medical Research Methodology 2011 British Journal of Mathematical & Statistical Psychology*

Gender Medicine Applied Psychological Measurement Journal of Educational and Behavioral Statistics* Quality of Life Research* Journal of the American Statistical Association* 2010 Quality of Life Research*(3) Psychometrika* Journal of Educational and Behavioral Statistics* Teaching and Learning in Medicine 2009 Statistics in Medicine American Journal of Epidemiology* Psychometrika* Clinical Therapeutics

Applied Psychological Measurement (2) Quality of Life Research* Teaching and Learning in Medicine

2008 Clinical Therapeutics Statistics in Medicine

American Journal of Epidemiology* Applied Psychological Measurement Computational Statistics and Data Analysis*

Psychometrika* Value in Health*

2007 Respirology Journal of Educational and Behavioral Statistics* (2) Psychometrika* (2) Applied Psychological Measurement Marketing Science* Value in Health* (2)

American Journal of Epidemiology* 2006 Journal of Educational and Behavioral Statistics* (3) Quality of Life Research* (2) Value in Health* (2)

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Marketing Science* American Journal of Epidemiology* 2005 Journal of Educational and Behavioral Statistics* Psychometrika* British Journal of Mathematical and Statistical Psychology* Marketing Science* Value in Health* Quality of Life Research*

Applied Psychological Measurement 2004 Applied Psychological Measurement Journal of Educational and Behavioral Statistics* Psychometrika* Marketing Science* 2003 Journal of Educational and Behavioral Statistics*

Psychometrika* Psychological Methods* Applied Psychological Measurement

2002 Psychological Methods*

Psychometrika* Applied Psychological Measurement

2001 Psychometrika*

Journal of Marketing* 2000 Journal of Marketing* 1999, 1998 Journal of Computational and Graphical Statistics* 1997 Management Science*

1996 Journal of Educational and Behavioral Statistics* 1995 Psychometrika*

Journal of Educational and Behavioral Statistic*

Visiting faculty appointment

2001–2003 Visiting researcher, Data Lab, Information and Computer Science, University of

California, Irvine (UCI) Conducted model-based empirical research on large-scale business transaction data. Collaborators: Padhraic Smyth, associate professor, Information & Computer Science, UCI, and Igor Cadez., Ph.D. candidate, ICS, UCI.

2000-2003 Visiting Scholar (summers), Department of Psychology, Catholic University of

Leuven (KUL), Belgium

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Conducted psychometric research during summers in collaboration with Professor Paul De Boeck, Dean of Research and Professor of psychology, KUL.

Consultancy 2006 Tengion Inc. (Winston-Salem)

INSTITUTIONAL SERVICES:

School level 2004-2010 Dean’s Research Advisory Committee (RAC), member

2006-2012 Intramural Research Support Committee (IRSC), review panel member (2006-2008)

IRSC review panel II, vice chair (2008-2010) Chair (2010-2012)

2007-present Translational Science Institute (TSI) Evaluation Committee, member

2007-present Chair (2009-present), Member, Data Safety Monitoring Board (DSMB) for the Comprehensive Cancer Center Wake Forest Health Sciences Ad hoc committee

2005-2008 Employer Satisfaction Survey, commissioned by the then CEO Dr. Richard Dean, consultant

2005-6 Faculty retreat strategic planning committee, member

2005 Performance evaluation based on expected mortality rate at WFUMC as part of executive compensation plan, commissioned by Dr. Peter Hoffmann, VP for Clinical Operation, WFUHS, consultant

2005 Controller Office survey of faculty and staff, consultant

Division/Department level 2005 Panel on strategic planning, member

2005-6 Faculty mentor for new faculty Dr. Saturo at the Department of Biostatistical

Sciences

2007- 2011 Clinical & Population Translational Science (CPTS) Graduate Program Executive Committee, member

2007 Survey methodologist faculty search committee, member

2007 Research Information System Unit Strategic Planning Committee, member

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2007- 2010 Biostatistics Education Committee*, member *Direct and evaluate educational activities supported by the Department of Biostatistical Sciences.

2008 WFUSM PHS Research Computing Unit unix system transition team, member

2008- 2009 Mentorship program for Dr. Wenke Hwang, Department of Social Sciences & Health Policy, primary mentor

2008 Thesis Committee (Master in Public Health) for Sylvia Holcombe

2009 Thesis Committee (Master in CPTS) Kevin Addision

2009 Thesis Committee (Master in CPTS) Joseph Skelton

2009 Research Committee, DBS, chair

2010 Search Committee for computational informatics faculty, TSI Wake Forest University Track 7 (Bioinformatics) curriculum committee

2012 Thesis Committee (Master in CPTS) Megan Irby

2013 Mentoring Committee for Dr. Shyh-Huei Chen (Assistant research professor, DBS), Chair 2013 Mock study section, member. Grant writing course, CPTS program 2013 Big data study group, DBS, member

Cross Department/Division 2005-2006 Mentor (K-award) , Dr. Stephanie Daniel, PhD. Department of Psychiatry and

Behavioral Medicine, WFUSM

2009- Mentor (K-award), Dr. Joseph Skelton, MD, Department of Pediatric

2011 Mentor (T32 fellow), Dr. Julie Williams, MD, Department of Geriatrics and Gerontology

2011- Mentor (K-award), Dr. Kate Weaver, Ph.D., Department of Social Sciences and Health Policy

2012- Mentor (K-award), Dr. Sabina Gesell, Ph.D., Department of Social Sciences and

Health Policy

2013- Mentor (K-award pending), Dr. Matthew Corriere, M.D., Department of Vascular and Endovascular Surgery

2014- Mentor for Dr. Jaime Bohl, assistant professor, Department of Pediatrics, WFSM

(Junior faculty mentoring program JUMP)

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PROFESSIONAL MEMBERSHIPS AND SERVICE: Member American Statistical Association, 1994- present

Psychometric Society, 1995- present Professional Services (selected list)

2001 Program committee, Knowledge Discovery in Databases, August, San Francisco, CA

2001 Reviewer, Knowledge Discovery in Databases, August, San Francisco, CA

2001 Chair, session on data mining, Interface, Costa Mesa, CA

2001 Reviewer for IT in Japan track, Global Information Technology Management World Conference, Dallas, TX

2002 Psychometric expert referee, National Assessment of Educational Progress grant proposal, Educational Testing Service

2002 Reviewer, Society for Industrial and Applied Mathematics (SIAM) Data Mining Conference, San

Francisco, CA

2002 Reviewer for International Conference on Information Systems (ICIS)

2002 Reviewer for Information Technology (International) track, Global Information Technology Management World Conference, New York, June

2003 Program committee, SIAM Data Mining Conference

2004 Program Committee, Pacific-Asia Knowledge Discovery in Database Conference

2004 Chair, session on longitudinal data analysis and missing value, Joint Statistical Meeting, 2004, Toronto, Canada

2004 Program committee and reviewer, Pacific-Asia Knowledge Discovery in Database Conference

2006 Program committee and reviewer, Institute of Electrical and Electronic Engineers (IEEE)

International Conference on Data Mining and Workshop for Data Mining in Design and Marketing, Hong Kong

2006 Chair, session on Item Response Theory, International Meeting of the Psychometric Society,

Montreal, Canada

2009 Co-chair, Symposium on Latent variable models for complex data structure, International Meeting of the Psychometric Society, August, Cambridge, UK. 2009 Discussant, Bridging system sciences to longitudinal and cross-sectoral data to set new frontiers

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for the multi-level study of childhood obesity and other diet- and lifestyle-related health problems. Invitation-only research workshop, McGill World Platform. November, McGill University.

2011 Member, Steering committee, COMPMOD network, National Collaborative on Childhood Obesity Research (NCCOR).

2012/3 Program Committee, International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP) 2013. Washington D.C.

2013 Chair, session on Item Response Theory, International Meeting of the Psychometric Society,

Arnhem, the Netherlands. 2013/4 Program committee and Area Chair in Health Sciences, International Conference on Social

Computing, Behavioral-Cultural Modeling, & Prediction (SBP) 2013. Washington D.C.

AWARDS AND HONORS: Awards

1991-4 Fellowship, Educational Testing Service Awarded by ETS in support of graduate study in psychometrics and statistics.

2000 Innovative Teaching Award, Marshall School of Business, University of Southern California

One of two recipients at school level. Selected by faculty committee. Award to development of graduate and undergraduate course “Data Warehousing and Data Mining”

2002 Research Fellow, Psychometric Methods, University of Leuven, Belgium Awarded by the Research Council of the university. Fellowships awarded to active researchers in support of their collaboration with Leuven faculty for up to one cumulative year. Recipients have no teaching responsibility.

2006 Review of Research Award, American Educational Research Association (AERA)

Award presented at the 2006 AERA Annual Meeting to outstanding reviewers of journals published by AERA.

2007 Outstanding Mid-Career Faculty Research Award, Division of Public Health Sciences, Wake Forest University School of Medicine

Awarded to one faculty member at each level of new, mid-career, and senior every two years. 2011 Research Award, Japanese Society of Artificial Intelligence (joint award with Professors

Katsutoshi Yada, Kansai University, and Kohei Ichikawa, Osaka University)

2011 Travel Award for Institute for System Science and Health (ISSH, awarded by NIH and CDC), week-long training in Agent based modeling, social network analysis, and system dynamics.

2011 Outstanding Senior Faculty Research Award, Division of Public Health Sciences, Wake Forest

University School of Medicine

2013 Terry Lyons Best Paper Award (Open Division), Social-computing, Behavioral-cultural, and Prediction (SBP) Conference 2013, Washington, DC.

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Awarded to one paper out of 137 submissions

2013 Team Science Research Award (the Look AHEAD study), Wake Forest School of Medicine 2014 Team Science Research Award (the Pepper Older Americans Independence Center), Wake

Forest School of Medicine PROFESSIONAL INTERESTS: Research interests

- Psychometric and quantitative methods for social and behavioral sciences

- Application of statistical and biostatistical methods to medical/clinical trial data, especially in aging, cancer, pediatrics, and social sciences - Latent variable methods, especially locally dependent item response models - Multivariate dependency - Longitudinal data analysis methods including Hidden Markov Models - Bayesian networks/graphical models and applications to social and behavioral data

GRANTS: Current As Principal Investigator, Co-Principal Investigator 1R21AG042761-01 9/1/2012-8/30/2015 NIA/OBSSR $382,906 System-subsystem modeling and methods with an application to disability in older adults The project explores the development of a novel system approach that uses a strategy of building subsystems and then integrating the subsystems. The methodology development grant focuses on a pseudo-Gibbs sampler approach that is able to reconcile the potential inconsistency amongst subsystems. My role: PI R01AG031827A 7/01/2009 – 4/30/2013 NIH/NIA $842,709 Longitudinal Methods for Complex Interactions in Elderly Populations The specific aims for this project are to develop two specific methods for analyzing the complex interactions and the resulting dynamics within longitudinal data, especially for aging applications. These methods are Extended Hidden Markov Model, and Marginalized frailty models. My role: PI , co-PI: Geert Molenberghs 1U01HL101066-01 9/18/2009 – 8/17/2015 NIH/NHLBI $1,793,464 Dynamic multichain graphical models (DMGM) for the analysis of childhood obesity data

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This project aims to develop targeted strategies and methods for solving challenging methodological problems in the analysis of childhood obesity data. An array of analytic tools will be built around the core technology of DMGM, an extended version of the dynamic Bayesian network. My role: PI SES-1229549 9/1/2012- 8/31/2015 NSF $200,000 Item Response Models for Partially Ordered Data The project aims to extend conditional models for partially ordered data to multiple responses in the context of item response theory. My role: PI

WFUSM TSI Innovative Pilot Fund 5/1/2011- 4/30/2014 Translational Science Institute $45,000 Development of a Low-Cost Computerized Simulation to Screen Older Adults for Cognitive Competence to Drive : The Simulated Based Assessment of Cognitive Functioning (SIMBAC). My role: PI. Co-PI: Stephen Rapp. DOD 06/01/2012 – 05/31/2015 DOD $88,175/year The Runners and Injury Longitudinal Study, Phase II represents a subcontract with WFU Reynolda. WFSM will be responsible for data analysis and data management. Role: site PI (PI: Dr. Steve Messier, WFU) R34DK094108-01A1 03/30/2013 – 9/30/2015 NIDDK $95,549/year The Parents and Children Together Prevent Diabetes (PACT-D) study aims to develop community based intervention in preventing diabetes for families with children. Role: PI (co-PI and original PI Dr. Bettina Beech, University of Mississippi Medical Center) SES-1424875 09/15/2014 – 08/31/2017 NSF $280,000 Analyses of overly dispersed covariance within latent structures and applications in psychological and behavioral research. The project aims to provide analytic tools for analyzing covariation of a large number of variables using a sparse covariance structure. Role: PI

As Co-Investigator (Current)

RO1 AA14007-06A1 (Wolfson) 09/01/2007 – 08/31/2013 (NCE) NIAAA $2,809,025 Study to prevent alcohol-related consequences (SPARC) II SPARC II is a five-year NIAAA funded randomized trial testing a comprehensive intervention using a community organizing approach to implement environmental strategies in and around college campuses. The ultimate goal of SPARC is to reduce high-risk drinking and alcohol-related consequences among college students. The specific aims of the current proposal are to (1) extend the implementation of the intervention for two additional years, and (2) evaluate the process of the intervention as well as its impact on high-risk drinking and alcohol-related consequences among college students.

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R01 HD059855(Grzywacz) 9/15/09 – 8/31/14

NIH/NICHD $180,000/year Dietary and Physical Activity Patterns of Latino Farmworker Children. The study attempts to determine the child, familial, community, and cultural factors that contribute to obesigenic dietary and physical activity behavior in Latino farmworker children.

(Stitzel) 08/01/2011 – 07/31/2016 Toyota $223,261 Automatic Crash Notification The aim of this project is to develop an Advanced Automatic Crash Notification (AACN) system to help determine how motor vehicle crash (MVC) occupants should be triaged. The results will allow emergency personnel to receive information about where an occupant should be transported (Level I or II trauma center or local hospital) following an MVC.

W81XWH-10-1-0455 (Messier) 06/01/2010 – 03/31/2013 DOD $76,098 Towards the reduction of knee injuries in the military (TRAILS) This represents a subcontract with Wake Forest University-Reynolda Campus. The study (Phase I) proposes to develop effective interventions to reduce the rate of overuse injuries in runners and to rehabilitate those who sustain injury.

DNCFI-12-241602 (Rapp) 01/01/2013-12/30/2016 Alzheimer Association $362,861 (3 yr. total) Validation of simulation based assessing of cognitive functioning This study will compare the performance of cognitively normal older adults with matched individuals with dementia and mild cognitive impairment on 4 computer simulations of cognitively intensive instrumental activities of daily living. The original simulation-based instrument was jointly developed by Drs Ip and Rapp at WFSM.

P30 AG21332 05/01/08-04/31/2012 (continuation approved in 9/2012) NIH/NIA $1,371,726 Wake Forest School of Medicine Claude D. Pepper Older Americans Independence Center (OAIC) **The OAIC FTE contains two roles respectively as the Biostatistics Core co-leader (3%), and as the PI of a development project (10%). The development project (ended 1/2012) aims to develop a multimedia computerized adaptive test (CAT)-based tool for assessing physical mobility. My role: co-I; PI on development project, co-PI : Jack Rejeski Extramural grant 9/01/2009 – 8/31/2010 (continuation to 2015) Toyota Inc. $232,960 Research of estimation of occupant injuries by utilizing Automatic Crash Notification (ACN)

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The goal of this research is to create an Event Data Recorder (EDR) algorithm which will result in response time reduction, an increase in triage efficiency, and an increase in positive outcome for occupants involved in motor vehicle crashes. My role: co-PI; PI: Shayn Martin, co-PI: Joseph Stitzel; co-I on continuation 1R01AG042525-01A1 6/30/2013- 6/30/2018 NIH/NIA $332,841 Metabolic cost of daily activities in older adults The aims of the research is to study the metabolic cost of daily activities through advanced pattern recognition methods applied to accelerometry data. My role: co-I; PI: Todd Manini, University of Florida As consultant (Current) R305D110027 (Rijmen) $1,197,301 5/1/11-4/30/14 Institute of Education Sciences (IES) 21st Century Psychometric Models for 21st Century Educational Assessments The project will develop models for the statistical analysis of data from large-scale survey assessments including the National Assessment of Educational Progress (NAEP), Trends in Mathematics and Science Study (TIMSS), Progress in International Reading Literacy Study (PIRLS), and the Programme for International Student Achievement (PISA).

Recently completed grant awards R01AG031827A 7/01/2009 – 4/30/2013 (NCE) NIH/NIA $842,709 Longitudinal Methods for Complex Interactions in Elderly Populations The specific aims for this project are to develop two specific methods for analyzing the complex interactions and the resulting dynamics within longitudinal data, especially for aging applications. These methods are Extended Hidden Markov Model, and Marginalized frailty models. My role: PI , co-PI: Geert Molenberghs 1 R25CA117887-01A2 (Spangler) 08/01/2007 – 07/31/2012 NCI $1,583,382 Nutrition, Exercise and Weight Management Lifestyle Intervention (NEW Lifestyle) The project aims to develop a web-based curriculum for medical students to enhance their knowledge of nutrition, exercise, and weight control and how to most effectively intervene with their future patient. My role: co-I

R01MH078015-02 (Shashi) 05/01/2008- 04/01/2012 NIMH $310,014 Risk Factors for Psychosis in 22q11 Deletion Syndrome The project aims to identify SNPs that are associated with adverse outcomes in cognition in children with 22q11 deletion syndromes. My role: site PI 2 RO1 AG017587-05A1 (Quandt) 03/01/2007 – 02/28/13 (NCE) NIH $2,010,057 Rural Elders Diabetes Self Management: Development of a Common Sense Model Inventory. This study will extend knowledge of the underlying cultural models that affect individual health behavior, and provide a tool that will allow the investigators and other researchers to test hypotheses

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concerning the linkage of culture through individual experience to behavior and finally to disease outcomes in future research. New methods based on hierarchical latent variables will be developed to analyze data collected from an inventory of belief about diabetes across 9 domains. My role: co-I

PAST GRANT AWARD HISTORY (as Principal Investigator):

1) 1996-2002 Summer research funds*, Marshall School of Business, University of Southern California * Summer research fund is a competitive grant for which proposals were judged on a yearly basis. Each grant award is equivalent to two months salary.

2) 1997 Research grant, Zumberge Faculty Research and Innovative Fund, Office of the Provost, USC. Title: "Modeling Dependency in Survey Response Data." Role: PI.

3) 1997 Research grant, U.S. Department of Education. Amount: $100,000. Award number: R902B70006. Title:"Exploration and Visualization of the National Assessment of Educational Progress (NAEP) Database Using Multivariate Multiway Table." Role: PI.

4) 1999 Research grant, U.S. Department of Education. Amount: $100,000. Award number: R902B990007. Title:"Assessing the psychometric effects of item clustering around passages in the National Assessment of Educational Progress." Role: PI (co-PI: Steven Scott, USC)

5) 2000 Undergraduate Research Award, Office of the Provost, USC. Title: "Data Mining Research Using Active Marketing Database in Japan." Role: PI (co-PI: Daniela Golinelli, assistant professor, Computational Biology and Mathematics, USC)

6) 2000 International Development Award, Center for International Business Education and Research (CIBEAR), Marshall School. Title:"Data Mining Methods to Discover the Optimal Mix of Discount Pricing in Japan."

7) 2000 Research/travel grant. Institute of Mathematics, Academia Sinica, Taipei, Taiwan. Topic: Investigating structure of multivariate dependency.

8) 2000 Travel/Research grant (Kyoto University). Third Symposium on Data Mining in Business Applications, Kyoto, Japan. Title:" Customized Coupon Analysis: A CRM Perspective."

9) 2001 Faculty Development Award, Chinese American Faculty Association. Title: "Development of Web-based Tera-byte Sharing System to Support Long Distance Collaborative Research." Role: PI.

10) 2001 Educational grant, Teradata, a division of NCR. Purpose: Support attendance of workshops on Customer Relationship Management (CRM) and Data Warehousing.

11) 2001- 2006. University Research Fellowship and Research grant awards. University of Leuven (Katholeke Universiteit Leuven), Belgium. Title: “Collaborative research in modern psychometric methods.”

12) 2002 Research/travel grant, Research Center of Socio-Network Strategy, Kansai University, Japan. Title: “Analysis of large-scale Build-To-Order (BTO) transaction and web-based interaction data from a large Japanese automobile manufacturer for customer relationship management.”

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13) 2003 International Development Award, Center for International Business Education and Research (CIBEAR), Marshall School. Collaborative research with Professor Katsutoishi Yada, Kansai University, Japan. Topic: “Multivariate decision tree analysis for new product sustainability.” Role: PI.

14) 2004 Research Grant award, Method, Measurement, and Statistics, Directorate of Social, Behavioral, and Economic Sciences, National Science Foundation. Amount: $70,000. Title:” Extending locally dependent item response models for analyzing psychological and social surveys.” Role: PI.

15) 2005 NIH Pepper Older Americans Independence Center Development Project Grant. Amount: $56,660. Title “Analysis of psychometric properties of a battery for evaluating functional disability.” Funding indirectly from NIH. Role: Project leader.

16) 2005 Research grant, U.S. Department of Education. Amount: $100,000. Award number: R902B05012. Title:" Multi-Scale Visualization of National and State National Assessment of Educational Progress (NAEP) Data through Interactive Graphics.” Role: PI.

17) 2005 Research Grant, Mathematical Social and Behavioral Sciences competition, National Science Foundation. Amount: $254,584. Award number: SES-0532185. (10/01/2005 – 09/30/2009) Title: Collaborative Research: Temporal Configuration Analysis for Extracting Qualitative Information from Multi-Wave Multi-Dimensional Data. Role: PI

18) 2005 Wake Forest University School of Medicine Venture Fund. Amount: $15,000. Title: “ Bridging grant: Temporal Configuration Analysis.” Role: PI.

19) 2005 American Statistical Association Biometrics Section grant award for promoting biostatistics education. Title: “Pilot testing scenario-based learning of biostatistics in K-12.” Role: PI.

20) 2006 Cross campus Venture Fund Award, Wake Forest University and Wake Forest University School of Medicine. Title “ Multi-media and dynamic assessment of functional disability.” Amount: $20,000. Role: PI (co-PI: Jack Rejeski, Health and Exercise Sciences, WFU)

21) 2006 Women’s Health Initiative Memory Health Study (WHIMS) secondary data analysis grant, NIH grant funded through WHIMS. Title “Temporal Configuration Analysis of WHIMS and WHISCA data for early identification of indicators and trends of cognitive impairment.” Amount: $25,000. Role: PI.

22) 2008 Wake Forest University School of Medicine Intramural grant “Simulation-based assessment of functioning for instrumental activities of daily living in older adults” Amount: $20,000. Role: co-PI

23) 2008. Research Grant, Mathematical Social and Behavioral Sciences competition, National Science Foundation. Amount: $80,000 Award number: SES-0820445. Title: Collaborative Research: Temporal Configuration Analysis for Extracting Qualitative Information from Multi-Ware Multi-Dimensional Data. Role: PI

24) 2007-2012 Research grant. NSF. Amount: $281,061. Award number: SES-0719354. Title: Solving the interpretation versus misspecification dilemma in psychological, social and behavioral measurements. Role: PI (co-PI: Geert Molenberghs)

25) 2015 Innovative Pilot Grant Support, WFSM. Amount: $10,000. Title: Using virtual reality systems for assessing the risk of falls in older adults. Role: PI.

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List of past grant awards serving as co-investigator will be provided upon request.

BIBLIOGRAPHY: Methodological journal articles* *representative papers are underlined. 1. Ip, E.H., & Lalwani, N. (2000). A note on the geometric interpretation of the EM algorithm in

estimating item characteristics and student abilities. Psychometrika, 65, 533-537.

2. Ip, E.H. (2000). Adjusting for information inflation due to local dependency in moderately large item clusters. Psychometrika, 65, 73-91.

3. Yada, K., Ip, E.H., Katoh, N., & Hamuro, Y. (2000). The discovery of business chance from customer knowledge. Proceedings of IEEE Industrial Electronics Society Conference, Chance Discovery Management Track, October, Nagoya, Japan.

4. Ip, E.H., Yada, K., Hamuro, Y. & Katoh, N. (2000). A data mining system for managing customer relationship. Proceedings of the American Conference in Information System, Long Beach, CA.

5. Ip, E.H. (2001). Testing for local dependency in dichotomous and polytomous item response models. Psychometrika, 66, 109-132.

6. Ip, E.H. (2001). Visualizing multiple regression, Journal of Statistics Education, 9,1.

7. Cadez, I., Smyth, P., & Ip, E.H. (2001). Bayesian predictive profiles with applications to retail transaction data. Conference Proceedings of Neural Information Processing System (NIPS), Vancouver, Canada.

8. Hamuro, Y., Katoh, N., Ip, E.H., Cheung, S., & Yada, K. (2001). Discovery of interesting rules for purchase behavior concerning brand loyalty and brand switching. Proceedings of the World Congress on Mass Customization and Personalization.

9. Scott, S., & Ip, E.H. (2002). Empirical Bayes and item clustering effects in a latent variable hierarchical model: A case study from the National Assessment of Educational Progress. Journal of the American Statistical Association, 97, 409-419. Article footnote states that the two authors contributed equally to the paper

10. Ip, E.H. (2002). Locally dependent latent trait model and the Dutch identity revisited. Psychometrika, 67, 367-386.

11. Ip, E.H. (2002). On single versus multiple imputation for a class of stochastic algorithms estimating maximum likelihood. Computational Statistics, 17, 517-524.

12. Ip, E.H., Wang, Y., & Yeh, Y. (2003). Some invariance results concerning multiplicative lattice decomposition of a multivariate density. Journal of Multivariate Analysis, 84, 403-409.

13. Ip, E.H. & Wang, Y, (2003). A strategy for designing telescoping models for analyzing multiway contingency tables using mixed parameters. Sociological Methods & Research, 3, 3-26.

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14. Ip, E.H., Wang, Y., de Boeck, P., & Meulders, M. (2004). Locally dependent latent trait model for polytomous responses with application to inventory of hostility. Psychometrika, 62, 191-216.

15. Ip, E.H., Wang, Y., & Yeh, Y. (2004). Structural decomposition of multivariate distributions with applications in moment and cumulant. Journal of Multivariate Analysis, 89, 119-134.

16. Ip, E.H., Leung, P, & Johnson, J. (2004). Interactive Profiler: An Intuitive Web-based statistical application in visualizing educational and marketing databases. Journal of Educational and Behavioral Statistics, 29, 157-175

17. Meulder, M., Ip, E.H., & De Boeck, P. (2005). Latent variable models for partially ordered responses and trajectory analysis of anger-related feelings. British Journal of Mathematical and Statistical Psychology, 58, 117-143.

18. Fuh, C., & Ip, E.H. (2005). Weighted bootstrap for censored Markov chain with an application to consumer brand switching. Journal of Statistical Planning and Inference, 128, 459-474.

19. Ip, E.H. (2005). A note on differential information loss in multi-scale educational assessment. Behaviormetrika, 33, 1-7.

20. Yada, K., Ip, E.H., Hamuro, Y., Katoh, N. (2007). Is this brand ephemeral: A multivariate tree-based analysis of new product sustainability. Decision Support Systems, 44, 223-234.

21. Lee, Y., Ip, E.H., Fuh, C.D. (2008). A strategy for controlling item exposure in multidimensional computerized adaptive testing. Educational and Psychological Measurement, 68, 215-232.

22. Rijmen, F., Ip, E.H., Rapp, S., and Shaw, E. (2008). Qualitative longitudinal analysis of symptoms in patients with primary or metastatic brain tumors. Journal of Royal Statistical Society A, 171, 739-753.

23. Wang, Y., Ip, E.H. (2008). Conditionally specified continuous distributions. Biometrika, 95, 735-746.

24. Ip, E.H., Wang, Y. (2008). A note on cuts for contingency tables. Journal of Multivariate Analysis,

99, 2356-2363

25. Reboussin, B., Ip, E.H., Wolfson, M. (2008). Locally dependent latent class models with covariates: an application to underage drinking in the United States. Journal of Royal Statistical Society A. 171, 877-897.

26. Ip, E.H., Smits, D., & De Boeck, P. (2009). Locally dependent linear logistic test model with person covariates. Applied Psychological Measurement, 33, 555-569.

27. Ip, E.H., Wang, Y., (2009). Canonical representation of conditionally specified multivariate discrete distributions. Journal of Multivariate Analysis, 100, 1282-1290.

28. Ip, E.H. (2010). Empirically indistinguishable multidimensional IRT and locally dependent unidimensional item response models. British Journal of Mathematical and Statistical Psychology. 63, 395-415.

19

29. Ip, E.H. (2010). Interpretation of the three-parameter testlet response model and information function. Applied Psychological Measurement. 34, 467-482 . DOI: 10.1177/ 0146621610364975.

30. Zhang, Q., Snow Jones, A., Rijmen, F., Ip, E.H. (2010). Multivariate discrete hidden Markov models for domain-based measurements and assessment of risk factors in child development. Journal of Graphical and Computational Statistics. 19, 746–765. DOI: 10.1198/jcgs.2010.09015

31. Ip, E.H., Snow Jones, A., Heckert, D.A., Zhang, Q., Gondolf, E. (2010). Latent Markov Model for

Analyzing Temporal Configuration for Violence Profiles and Trajectories in a Sample of Batterers. Sociological Methods and Research, 39, 222-255.

32. Chen, S.H., Ip, E.H., Wang, Y. (2010). Gibbs Ensembles for Nearly Compatible and Incompatible

Conditional Models. Computational Statistics and Data Analysis, 55, 1760-1769. 33. Ip, E.H., Wasserman, R., Barkin, S. (2011). Comparison of intraclass correlation coefficient

estimates and standard errors between using cross-sectional and repeated measurement data: The Safety Check Cluster Randomized Trial. Contemporary Clinical Trial, 32, 225-232.

34. Cai, J., Song, X.Y., Lam, K., Ip, E.H. (2011). A Mixture of Generalized Latent Variable Models for

Mixed Mode and Heterogeneous Data. Computational Statistics and Data Analysis, 55, 2889-2907. 35. Zhang, Q., Ip, E.H. (2012). Generalized Linear Model for Partially Ordered Data. Statistics in

Medicine, 31, 56-68. 36. Ip, E.H., Zhang, Q., Williamson, D. (2012). Dynamic multi-chain graphical model for psychosocial

and behavioral profiles in childhood obesity. Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP, pp.180-187), April 2012, Maryland.

37. Ip, E.H., Zhang, Q., Rejeski, J., Harris, T., Kritchevsky, S. (2013). Partially ordered mixed hidden

Markov model for the disablement process of older adults. Journal of the American Statistical Association, 108, 370-384. PMCID:PMC3777389

38. Ip, E.H., Chen, S.H. (2012). Projective item response model for test independent measurement.

Applied Psychological Measurement. 36, 581-601.

39. Ip, EH, Zhang, Q, Schwarz, R, Tooze, J, Leng, X., Hong, M., & Williamson, D. (2013). Multi-profile hidden Markov model for mood, dietary intake, and physical activity in an intervention study of childhood obesity. Statistics in Medicine, 32, 2213-41. PMCID: PMC3710544

40. Song, X.Y., Lu, Z., Cai, J., Ip, E.H. (2013). A Bayesian Modeling Approach for Generalized Semiparametric Structural Equation Models. Psychometrika, 78, 624-647.

41. Ip, E.H., Wolfson, M., Easterling, D., Wagoner, K., Blocker, J., Egan, K., Rahmandad, H., Chen, S. (2012). Agent-based modeling of College Drinking Behavior and mapping of system dynamics of alcohol reduction using both environmental and individual-based intervention strategies. In Proceedings of the System Dynamic Conference, July 2012, St. Gallen, Switzerland. Link: http://www.systemdynamics.org/conferences/2012/index.html

42. Pan, J, Song, X, Ip, E.H. (2013). A Bayesian analysis of generalized latent curve mixture models. Statistics and Its Interface, 6, 27-44.

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43. Ip EH, Zhang Q, Lu J, Mabry PL, Dube L. Feedback dynamic between emotional reinforcement and healthy eating: An application of the reciprocal Markov model. In Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP) (pp.135-143), April 2013, Maryland.

44. Ip, EH, Molenberghs, G, Chen, S, Goegebeur¸Y, De Boeck, P.(2013). Functional unidimensional

item response models for multivariate binary data. Multivariate Behavioral Research, 48, 534-562. 45. Natarajan, S., Kersting, K., Ip, E.H., Jacobs, D. & Carr, J. Early Prediction of Coronary Artery

Calcification Levels Using Machine Learning. Proceeding of the 2013 AAAI conference on Innovative Applications in AI (IAAI). In press. Available at: <http://www.aaai.org/ocs/index.php/IAAI/IAAI13/paper/view/6330>

46. Barnard, R.T., Marsh, A.P., Rejeski, W.J., Pecorella, A., and Ip, E.H. (2013). Design and

Implementation of the Mobility Assessment Tool: Software Description. BMC Medical Informatics and Decision Making.13: 73.

47. Johnson, J., Tellis, G.J., and Ip, E.H. (2013). To Whom, When and How Much to Discount? A

Constrained Optimization of Customized Temporal Discounts. Journal of Retailing. 89(4), 361-373.

48. Chen, S., Ip, E.H., Wang, Y. (2013). Gibbs ensembles for incompatible dependency networks. WIREs Computational Statistics. 5:478–485. doi: 10.1002/wics.1273

49. Chen, S., Ip, E.H., Wang, Y. (2014). Canonical ensembles for potentially incompatible dependency

networks with applications to medical data. Statistics and Its Interface, 7, 251-262.

50. Zhang, Q., & Ip, E.H. Variable Assessment in Latent Class Models. Computational Statistics and Data Analysis. In press.

51. Ip, E.H., Chen, S-H, Rejeski, J.W., (2014). System-subsystem dependency network for integrating multi-component data and application to health sciences. In Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP) (pp.135-143), April 2014, Maryland.

52. Ip, E.H. (2014). Thurstonian item response theory and an application to attitude items. In van der Ark, A., Millsap, R., Wang, W., & Bracken, H. (eds.) Quantitative Psychology Research: the 78th Annual Meeting of the Psychometric Society (pp.15-26). New York: Springer.

53. Chen, S., Ip, E.H. Behavior of the Gibbs sampler when conditional distributions are potentially incompatible. Journal of Statistical Computation and Simulation. In press.

54. Ip, E.H., Chen, S., Quandt, S. Analysis of multiple partially ordered responses to belief items with Don’t Know option. Psychometrika. In press.

55. Yang, C.C., Ip, E.H., Avis, N., Ping, Q., & Jiang, L. A comparison of symptom clustering on clinical and social media data. In Proceedings of the International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), April 2015, Maryland. In press.

56. Ip, E.H., Efendi, A., Molenberghs, G., Bertoni, A. Comparison of risks of cardiovascular events in the elderly using standard survival analysis and multiple-events and recurrent-events methods. BMC Medical Research Methodology. In press.

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57. Lu, J., Pan, J., Zhang, Q., Dube, L., Ip, E.H. Reciprocal Markov modeling of feedback mechanism

between emotion and dietary choice using experience sampling data. Multivariate Behavioral Research. In press.

58. Ip, E.H., Zhang, Q., Sowinski, T., Simpson, S.L. Analysis of feedback mechanisms with unknown delay using sparse multivariate autoregressive method. PLoS One. In press.

Application journal articles

59. Marsh, A.P., Rejeski, J., Hutton, L.S., Brown, C.L., Ip, E.H., Guralnik, J.M. (2005). Development of

lateral mobility task to identify individuals at risk for mobility disability and functional decline. Journal of Aging and Physical Activity, 13, 363-381.

60. Barkin, S., Scheindlin, B., Brown, C., Ip, E.H., Finch, S., Wasserman, RC (2005). Anticipatory Guidance Topics: Are More Better? Ambulatory Pediatrics, 5, 372-376.

61. Barkin, S, Ip, E.H., Finch, S, Steffes, J, Wasserman, R. (2006). Clinician Practice Patterns: Linking to Community Resources for Childhood Aggression. Clinical Pediatrics, 45, 750-756.

62. Barkin, S, Ip E.H., Richardson, I., Klinepeter, S, Finch, S, Krcmar, M. (2006). Parental media mediation styles for children 2-11 years. Archives of Pediatrics and Adolescent Medicine, 160, 395-401.

63. Rejeski, J, Ip, E.H., Katula, J, White, L. (2006). Older adults’ desire for physical competence. Medicine and Science in Sports and Exercise, 38, 100-105.

64. Avis, N., Ip, E.H., Foley, K. (2006). Evaluation of the Quality of Life in Adult Cancer Survivors (QLACS) scale for long-term cancer survivors. Health and Quality of Life Outcomes, 4, 92-103. PMCID: PMC3824351

65. Saconn, P.A, Ip E,H. Rapp, S., D'Agostino, R.B., Naughton, M.J., Gleason, J., Shaw, E.G. (2006). Symptom clusters in irradiated brain tumor survivors. Journal of Clinical Oncology, 24 (18 Suppl), 8581.

66. Gleason, J. Jr, Case, D., Rapp, S., Ip,E.H., Naughton, M., Butler, J., McMullen, K., Stieber, V., Saconn, P., Shaw, E.. (2006). Symptom clusters in newly-diagnosed brain tumor patients. Journal of Clinical Oncology, 24 (18 Suppl), 8587.

67. Brenes, G.A., Williamson, J.D., Messier, S., Rejeski, J., Pahor, M., Ip, E.H., Pennix, B. (2007). Treatment of minor depression in older adults: A pilot study comparing sertraline and exercise. Aging and Mental Health, 11, 61-68.

68. Barkin, S., Scheindlin, B., Ip, E.H., Richardson, I., Finch, S. (2007). Determinants of parental practices: A national sample from primary care practices. Clinical Pediatrics. 46, 64-69.

69. Barkin, S., Durant, R., Craig, J, Weiley ,V., Ip, E.H., Wasserman, R. (2007). Firearm ownership and storage patterns among families with children receiving well child care in pediatric offices. Pediatrics, 119, 1271-1279.

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70. Gleason, J. F., Case, D., Rapp, S., Ip, E.H., Naughton, M., Butler, J.M., McMullen, K., Stieber, V., Saconn, P., & Shaw, E.G., (2007). Symptom clusters in newly diagnosed brain tumor patients. Journal of Supportive Oncology, 5, 427-433.

71. Wolfson, M., DuRant, R.H., Champion, H., Ip, E.H., McCoy, T., O'Brien, M.C., Rhodes, S.D., Sutfin,

E.L., Martin, B.A., & Wagoner, K. (2007). Impact of a Group-Randomized Trial to Reduce High Risk Drinking by College Students. Alcoholism: Clinical and Experimental Research, 31(6 Suppl 2), 115A.

72. Finch, S., Ip, E.H., Weiley, V.,Barkin, S. (2008). Pediatricians’ perceived self-efficacy and confidence on violence prevention counseling: A national study. Maternal and Child Health Journal, 12, 75-82.

73. Rejeski, J., Ip, E.H., Marsh A, Miller M, Farmer D. (2008). Measuring disability in older adults: The ICF framework. Geriatric and Gerontology International. 8, 48-54.

74. Barkin, S, Durant, R, Finch, S, Ip, E.H., Scheildlin, B, Craig, J, Steffes, J, Weiley, V, Slora, E, Altman, D, Wasserman, RC. (2008). Is office-based violence prevention counseling about media-use, timeouts, and firearm storage effective? Results from a cluster randomized controlled trial. Pediatrics, 122, 15-25.

75. Gesell, S.B., Reynolds, E. B., Ip, E.H., Fenlason, L., Pont, S., Poe, E., Barkin, S.L., (2008). Influence

of social influences on self-reported physical activities in overweight Latino children. Clinical Pediatrics. 47, 797-802.

76. Intagliata, V., Ip, E.H., Gesell, S., and Barkin, S. (2008). Accuracy of self and parental perception of overweight among Latino preadolescents. North Carolina Medical Journal, 69, 88-91.

77. Rejeski, J., Ip, E.H., Marsh, A., Zhang, Q., Miller, M. (2008). Obesity Influences transitional States of Disability in Older Adults with Knee Pain. Archives of Physical Medicine and Rehabilitation. 89, 2102-2107.

78. Snow Jones, A, Heckert, DA, Gondolf, ED, Zhang, Q, Ip, EH, (2009). Complex Behavioral Patterns

and Trajectories of Domestic Violence Offenders. Violence and Victims, 25, 3-17.

79. McCoy, T.P., Ip, E.H., Blocker, J. N., Champion, H., Rhodes, S.D., Wagoner,K.G., Mitra,A., Wolfson, M. (2009). Attrition Bias in a U.S. Internet Survey of Alcohol Use Among College Freshmen. Journal of Studies on Alcohol and Drugs, 70 (4), 606-614.

80. Nguyen, H.T., Grzywacz, J.G., Arcury, T.A., Chapman, C., Kirk, J.K., Ip, E.H., Bell, R.A., Quandt,

S.A. (2010). Linking glycemic control and executive function in rural older adults with diabetes. Journal of the American Geriatrics Society, 54, 496-501.

81. Van Ness, P.H., Charpentier, P.A., Ip, E.H., Leng, X., Murphy, T.E., Tooze, J.A., Allore, H.G.

Gerontologic Biostatistics: The statistical challenges of clinical research with older study participants. Journal of the American Geriatric Society. 2010. 58: 1386-1392.

82. Rejeski, W.J., Ip, E.H., Marsh, A.P., Barnard, R.T. (2010). Development and validation of a video-

animated tool for assessing mobility. Journal of Gerontology: Medical Sciences. 65:664-71.

83. Grzywacz, J., Arcury, T.A., Ip, E.H., Chapman, C., Kirk, J.C., Bell, R.A., Quandt, S. (2011). Older Adults’ Common Sense Models of Diabetes: A Multi-Method Approach Illustrating the Importance of Viewing Health Beliefs Holistically. American Journal of Health Behavior, 35: 318-333.

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84. Snow Jones, A., Lillie-Blanton, M., Stone, V.E., Ip, E.H., Zhang, Q., Wilson, T.E., Cohen, M.H., Golub, E.T., Hessol, N.A. (2010). Multi-dimensional risk factor patterns associated with non-use of highly active antiretroviral therapy among human immunodeficiency virus-infected women. Women’s Health Issue. 20:335-42. Doi:10.1016/j.whi.2010.03.005.

85. Barkin, S.L., Gesell, S.B., Poe E.K., Ip, E.H. Changing overweight Latino preadolescent BMI- the effect of the parent-child dyad. Clinical Pediatrics. 2011, 50, 29-36. DOI: 10.1177/0009922810379039

86. Hsu, F. Rejeski, WJ, Ip, EH, Katula, JA, Fielding R, Jette AM, Studenski SA, Blair, SN, and Miller, ME (2010). Evaluation of the Late Life Disability Instrument in the Lifestyle Interventions and Independence for Elders Pilot (LIFE-P) Study, Health and Quality of Life Outcomes.;8:115.

87. Kirk, J.C., Grzywacz, J., Chapman, C., Arcury, T.A., Bell, R.A., Ip, E.H., Quandt, S. (2011). Blood Glucose Symptom Recognition: Perspectives of Older Rural Adults. Diabetes Educator, 37, 369 - 375.

88. Veerapandiyan, A., Blalock, D., Ghosh, S., Ip, E.H., Barres, C., Shashi, V. (2011). The role of cephalometry in assessing velopharyngeal dysfunction in velocardiofacial syndrome, Laryngscope. 121, 732-737.

89. Suftin, E., McNamara, R. Blocker, J.; Ip, E.H., O'Brien, M.C., Wolfson, M. (2012). Screening and Brief Intervention for Tobacco Use by Student Health Providers on College Campuses, Journal of American College Health. 60, 66-73.

90. Wolfson, M., Champion, H., McCoy, T., Rhodes, S.D., Ip, E.H., Blocker, J.N., Martin, B.A., Wagoner, K.G., O’Brien, M.C., Sutfin, E.L. Mitra, A., DuRant, R.H. (2012). Impact of a randomized campus/community trial to prevent high-risk drinking among college students. Alcoholism: Clinical and Experimental Research, 36 (10), 1767-1778.

91. Wolfson, M., Champion, H., Rogers, T., Neiberg, R.H., Barker, D.C., Beyer, J.W., Ip, E.H., D`Agostino, R.B., Parries, M. T., Easterling, D. (2011). Evaluation of Free to Grow: Head Start partnerships to promote substance-free communities. Evaluation Review, 32, 153-188.

92. Mabry, P.L., Hammond, R., Huang, T., Ip, E.H. Computational and statistical models: A comparison for policy modeling of childhood obesity. Social computing, behavioral-cultural modeling and prediction. 4th International Conference SBP 2011 Proceedings, p.87, March, 2011.

93. Skelton, J., Goff, D.C., Ip, E. Beech, B.M. (2011). Attrition in a Multidisciplinary Pediatric Weight Management Clinic. Childhood Obesity. 7(3):185-193.

94. Shashi, V., Veerapandiyan, A., Schoch, K., Kwapil, T.R., Keshavan, M.S., Ip, E., Hooper, S.R. (2012). Social skills and associated psychopathology in children with chromosome 22q11.2 deletion syndrome: implications for interventions. Journal of Intellectual Disability Research 56(9), 865-878.

95. Kirk, J.K., Grzywacz, J.G., Arcury, T.A., Ip, E.H., Nguyen, H.T., Bell, R.A., Saldana, S., Quandt, S.(2012). Performance of health literacy tests among older adults with diabetes. Journal of General Internal Medicine, 27(5), 534-540. PMID: 22095571

96. Quandt, S., Ip, E.H., Saldana, S., Arcury, T.A. (2012). Comparing two questionnaires for eliciting CAM use in a multi-ethnic US population of older adults. European Journal of Integrative Medicine. 4(2), e205-211.

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97. Quandt SA, Reynolds T, Chapman C, Bell RA, Grzywacz JG, Ip EH, Kirk JK, Arcury TA. (2013). Older adults’ fears about diabetes: Using common sense models of disease to understand fear origins and implications for self-management. Journal of Applied Gerontology, 32, 783 - 803.

98. Vitolins, M., Crandall, C., .Miller, D., Ip, E.H., Marion, G., Kronner, D., Spangler, J. (2012). Obesity Educational Interventions in U.S. Medical Schools: A Systematic Review and Identified Gaps. Teaching and Learning in Medicine, 24, 267-272.

99. Rejeski, W. J., Ip, E.H., Bertoni, A., Bray, G.A., Evans, G., Gregg, E. W., Zhang, Q. and the Look AHEAD Research Group. (2012). Lifestyle Change and Mobility in Aging Obese Adults with Type 2 Diabetes. New England Journal of Medicine, 366, 1209-1217. PMCID: PMC3339039

100. Nageswaran, S., Ip, E.H., Golden, S.L., O’Shea, M., Easterling, D. (2012). Inter-Agency Collaboration in the Care of Children with Complex Chronic Conditions. Academic Pediatrics, 12, 189-197.

101. Schoch, K., Harrell, W., Hooper, S., Ip, E.H., Saldana, S., Kwapil, T., Shashi, V. (2014). Applicability of the Nonverbal Learning Disability Model for Children with 22q11.2 Deletion Syndrome. Journal of Learning Disabilities. 47, 153-166, PMCID: PMC4045450.

102. Chen, S.H., Ip, E.H., Xu, J., Sun, J., and Hsu, F. (2012). Using graded response model for the

prediction of prostate cancer risk. Human Genetics. 131, 1327-1336.

103. Nguyen, H., Arcury, T., Grzywacz, J., Saldana, S., Ip, E., Kirk, J., Bell, R., & Quandt, S. (2012). The Association of Mental Conditions with Blood Glucose Levels in Older Adults with Diabetes. Aging and Mental Health, 16, 950-957.

104. Choi, SJ, Shively, CA, Register, TC, Feng, X, Stehle, J, High, K, Ip, E, Kritchevsky, SB, Nicklas B, and Delbono, O. (2013). Force Generation Capacity of Single Muscle Fibers of Vastus Lateralis Declines with Age and Correlates with Physical Function in African Green Vervet Monkeys. Journal of Gerontology: Biological Sciences, 68(3), 258-267.

105. Chakraborty RD, Bernal AJ, Schoch K, Howard TD, Ip EH, Hooper SR, Keshavan MS, Jirtle RL

and Shashi V. Dysregulation of DGCR6 and DGCR6L: Monoallelic expression associated with psychopathological outcomes in chromosome 22q11.2 deletion syndrome 2012, Translational Psychiatry, 2e105. doi:10.1038/tp.2012.31

106. Shashi, V, Francis A, Hooper SR, Kranz P, Zapadka M, Schoch K, Ip EH, Tandon N, Howard TD, and Keshavan MS. (2012). Increased Corpus Callosum Volume in Children with Chromosome 22q11.2 Deletion Syndrome is Associated with Neurocognitive Deficits and Genetic Polymorphisms. European Journal of Human Genetic, Oct 20 (10), 1051-1057.

107. Arcury TA, Grzywacz JG, Ip EH, Saldana S, Nguyen HT, Bell RA, Kirk JK, Quandt SA. (2012). Social integration and diabetes management among rural older adults. Journal of Aging and Health, 24(6), 899-922.

108. Ip EH, Marshall S, Crandall SJ, Vitolins M, Davis S, Miller D, Kronner D, Vaden K, Spangler J. (2013). Measuring medical student attitudes and beliefs regarding obese patients. Academic Medicine, 88, 282-289. PMCID:PMC3826984

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109. Nageswaran, S., Golden, S.L., Easterling, D., O’Shea, M., Hansen, W. B., Ip, E.H., (2013). Factors Associated with Collaboration among Agencies Serving Children with Complex Chronic Conditions: A social network analysis. Maternal & Child Health Journal. 17,1533–1540. DOI 10.1007/s10995-012-1032-9.

110. Grzywacz, J.G., Arcury, T.A., Saldana, S., Kirk, J.K., Bell, R.A., Ip, E, & Quandt, S.A. (2012). Social control in older adults diabetes self management and well-being. Behavioral Medicine, 38, 115–120.

111. Poehling KA, Blocker J, Ip EH, Peters TR, Wolfson M. (2012). 2009-2010 Seasonal Influenza Vaccination Coverage among College Students from Eight Universities in North Carolina. Journal of American College Health, 60(8), 541-7.

112. Grzywacz, J.G., Arcury, T.A., Ip, E.H., Nguyen, HT, Saldana, S., Reynolds, T., Bell, R.A., Kirk, J.K., & Quandt, S.A. (2012). “Culture” in diabetes-related beliefs among low- and high-education African American, American Indian, and White older adults. Ethnicity & Disease, 22, 466-472.

113. Mojtabai, R., Corey-Lisl, P.K., Ip E.H., Kopeykina, I., Haeri, S., Cohen, L.J., Shumaker, S. (2012).The Patient Assessment Questionnaire: Initial validation of a measure of treatment effectiveness for patients with schizophrenia and schizoaffective disorder. Psychiatry Research, 200 (2-3), 857-93.

114. Ip E.H., Church T, Marshall S.A., Zhang Q., Marsh A.P., Guralnik J., King, A., Rejeski, W.J. for the LIFE-P Study Investigators (2013). Physical Activity Increases Gains in and Prevents Loss of Physical Function: Results from the Lifestyle Interventions and Independence for Elders Pilot Study (LIFE-P). Journal of Gerontology: Biological and Medical Sciences, 68, 426-432. PMCID: PMC3593616

115. Miller D , Crandall SJ, Vitolins M, Davis S, Ip EH, Kronner D, Vaden K, Spangler J. NEW Lifestyle: A downloadable teaching and learning program for Nutrition, Exercise, and Weight management. MedEdPORTAL (AAMC), 2012. #9256. http://www.mededportal.org/publication/9256.

116. Peiffer AM, Leyrer CM, Greene-Schloesser DM, Shing E, Kearns WT, Hinson WH, Tatter SB, Ip EH, Rapp SR, Robbins ME, Shaw EG, and Chan MD. (2013). Neuroanatomical Target Theory as a Predictive Model for Radiation-Induced Cognitive Decline. Neurology, 80, 747-753.

117. Bell, R.A. Grzywacz, J.G., Arcury, T.A., Ip, E.H., Nguyen, HT, Saldana, S., Reynolds, T., Kirk, J.K., & Quandt, S.A. (2013). Correlates of Physician Trust among Rural Older Adults with Diabetes. American Journal of Health Behavior, 37, 660-666.

118. Ip, EH., Rejeski, JW, Marsh, A, Barnard, R, MS, Chen, S. (2013). Psychometric properties of a computerized adaptive test for assessing mobility in older adults using novel video-animation technology. Quality of Life Research. 22, 1907–1915.

119. Ip, EH, Shoham, D, Hammond, R, Huang,TT-K, Wang,Y, Rahmandad, H, Mabry, PL. (2013). Reconciling Statistical and Systems Science Methodologies Using The Levins Framework and Agent-Based Modeling. Health Education & Behavior, 40, 123 – 131.

120. Miller, Jr. DP, Spangler, JG, Vitolins, MZ, Davis, SW, Ip, EH, Marion, G, Sonia, JC. (2013). Medical students are unaware of personal anti-obesity bias. Academic Medicine, 88, 978-982.

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121. Danhauer, S.C., Case, L.D., Tedeschi, R., Russell, G., Vishnevsky, T., Triplett, K., Ip, E.H., & N.E. Avis. (2013). Predictors of Posttraumatic Growth in Women with Breast Cancer. Psycho-Oncology, 22(12), 2676-2683.

122. Rejeski, WJ, Marsh, AP, Anton, S, Chen, S, Church, T, Gill, TM, Guralnik JM, Glynn, NW, King,

AC, Rushing, J, and Ip, EH. (2013). The MAT-sf: Clinical relevance and validity. Journal of Gerontology: Medical Sciences, 68, 1567-1574.

123. Nguyen, H.T., Kirk, J.K., Arcury, T.A., Ip, E.H., Grzywacz, J.G., Saldana,S.J., Bell, R.A., Quandt, S.A. (2013). Cognitive function is a risk for health literacy in older adults with diabetes. Diabetes Research and Clinical Practice, 101, 141-147. PMID: 23806477

124. Murphy, R.A., Ip, E.H., Zhang, Q., Boudreau, R.M., Cawthon, P.M., Newman, A.B., Tylavsky, F.A., Visser, M., Goodpaster, B.H., Harris, T.B. for the Health, Aging, and Body Composition Study. (2014). Transition to sarcopenia and determinants of transitions in older adults: a population based study. Journal of Gerontology: Medical Sciences, 69, 751-758.

125. Bell RA, Arcury TA, Saldana S, Ip E, Kirk JK, Grzywacz JG, Nguyen H, Quandt SA. Demographic, health and self-management correlates of personal mastery among older rural adults with diabetes. Diabetes 2013:62(Suppl. 1):A215.

126. Ip, E.H., Saldana, S., Chen, S-H., Kirk, J.K., Bell, R.A., Nguyen, H., Grzywacz, J.G., Arcury, T.A., Quandt, S.A. Unreliable Item or Inconsistent Person? A study of variation in health beliefs and belief- anchors to biomedical models. Journal of Health Psychology. In press. PMCID: PMC4004728

127. Quandt, S.A., Ip, E.H., Kirk, J.K., Saldana, S., Chen, S-H., Nguyen, H., Bell, R.A., Arcury, T.A. (2014). Assessment of a Short Diabetes Knowledge Instrument for Older and Minority Adults. The Diabetes Educator, 40, 68-76. PMID: 24163359

128. Guerra RO, Oliveira BS, Alvarado B, Curcio CL, Rejeski WJ, Marsh AP, Ip EH, Guralnik J, Zunzunegui MV. Validity and applicability of a video-based animated tool to assess mobility in elderly Latin American population. Geriatrics & Gerontology International. In press.PMID: 24666718

129. Grzywacz, J.G., Arcury, T.A., Nguyen, H.T., Saldana, S., Ip, E.H., Kirk, J.K., Bell, R.A., Quandt,

S.A. (2014). Patterns and stability over time of older adults’ diabetes-related beliefs. Health Behavior and Policy Review, 1, 111-121. PMID: 25309938

130. Ip, E.H., O’Shea, S.B., Newman, J., Egan, K., Wagoner, K.G., Chen, S-H., Wolfson, M. Heavy

episodic drinking and high-school-to-college transition: The contextual role of college-wide drinking rates. Journal of Health Behavior and Public Health. In press.

131. Grzywacz, J. G., Suerken, C.K., Zapata Roblyer, M.I., Trejo, G., Arcury, T.A., Ip, E.H., Lang, W., Quandt, S. (2014). Physical Activity among Preschool-aged Latino Children in Farmworker Families. American Journal of Health Behavior, 38, 717-725.

132. Arcury, T.A., Grzywacz, J.G., Suerken, C.K., Trejo, G., Ip, E.H., Quandt, S. Work and Health among Latina Mothers in Farmworker Families. Journal of Occupational and Environmental Health. In press.

133. Rejeski, J., Bray, G., Chen, S-H, Clark, J.M., Evans, M., Hill, J., Jakicic, J.M., Johnson, K.C., Neiberg, R., Ip, E.H. and the Look AHEAD Research Group. (2015). Aging and Physical Function in

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Type 2 Diabetes: 8 years of an Intensive Lifestyle Intervention. Journal of Gerontology: Medical Sciences, 70(3), 345-353.

134. Kirk, J.K., Arcury, T.A., Ip, E.H., Bell, R.A., Saldana, S., Nguyen, H.T., Quandt, S. Diabetes

symptoms and self management behaviors in rural older adults. Diabetes Research and Clinical Practice. In press. doi: 10.1016/j.diabres.2014.10.005.

135. Robler, M.Z., Quandt, S., Arcury, T., Suerken, C., Trejo, G., Ip, E.H., Grzywacz, J. Interpersonal and social correlates of depressive symptoms among Latinas in farmworker families living in North Carolina. Women & Health. In press.

136. Rejeski, W.J., Rushing, J., Guralnik, J.M., Ip, E.H., King, A.C., Manini, T.M., Marsh, A.P., McDermott, M.M., Fielding, R.A., Newman, A.B., Tudor-Locke, C., & Gill, T.M. The MAT-sf: Identifying risk for major mobility disability. Journal of Gerontology: Medical Sciences. In press.

137. Marsh, A.P., Wrights, A.P., Haakonssen, E.H., Dobrosielski, M.A., Chmelo, E.A., Barnard, R.T., Percorella, A., Ip, E.H., & Rejeski, J.W. The virtual short physical performance battery (vSPPB). Journal of Gerontology: Medical Sciences. In press.

138. Corriere, M., Boone, D., Easterling, D., Ip, E.H., Burke, G. Exploring Patient Involvement in Decision-Making for Vascular Procedures. Journal of Vascular Surgery. In press.

139. Pulgar, C.A., Trejo, G., Suerken, C., Ip, E.H., Arcury, T.A., Quandt, S. A. Economic Hardship and Depression among Women in Latino Farmworker Families. Journal of Immigrant and Minority Health. In press.

140. Ip, E.H., Saldana, S., Arcury, T.A., Grzywacz, J.G., Trejo, G., Quandt, S. Profiles of food insecurity

for US farmworker families and factors related to dynamic of change. American Journal of Public Health. In press.

141. Marsh, A. Janseen, J., Ip, E., Barnard, R., Ambrosisu, W., Brubaker, P., Burdette, J., Sheedy, J., Rejeski, W.J. Assessing Walking Activity in Older Adults: Development and Validation of a Novel Computer-Animated Assessment Tool. Journal of Gerontology: Medical Sciences. In press.

Chapters in books

1. Diebolt, J., & Ip, E. (1996). Stochastic EM : Method and application. In W. Gilks, S. Richardson, & D. Spiegelhalter (Eds.), Markov Chain Monte Carlo in Practice (pp. 259-273). New York : Chapman & Hall.

2. Ip, E.H. (1996). Random effect ordered probit model with a marketing application. In M. Absanullah, & D. Bhoj (Eds.), Applied Statistical Science, volume I (pp.175-185). New York: Nova Science.

3. Ip, E.H., Johnson, J., Yada K., Hamuro, H., Katoh, N. & Cheung, S. (2001). A neural network application to identify high-value customers for a large retail store in Japan, In K. Smith & J. Gupta (Eds.), Neural network in business: Techniques and applications (pp. 55-69) Hershey, PA: Idea Group.

4. Ip, E.H., Smyth, P., and Cadez, I. (2003). Psychometric methods of latent variable modeling. In N. Ye (Ed.), Handbook of Data Mining (pp. 215-246). Mahwah, NJ: Lawrence Erlbaum Associates.

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5. Hamuro, Y., Katoh, N., Ip, E. H., Cheung, S., & Yada, K (2003). Information fusion via pattern string analysis. In C. Torra (Ed.), Information Fusion in Data Mining (pp.161-188). New York: Springer-Verlag.

6. Ip, E.H. (2007). General Linear Model. In W. Ambrosius (Ed.), Topics in Biostatistics (pp.189-212). New York: Humana Press.

7. Shaw, E.G., Butler, J., Case, D., D’Agostino, Jr.,R., Gleason, J., Ip, E.H.,. Naughton,M.J., Robbins, M.E., Saconn, P., & Rapp, S.R.. (2008 November). Pharmacologic interventions for the treatment of radiation-induced brain injury. In C.A. Meyers, J.R. Berry (Eds.) Cognition and Cancer (pp.312-319). Cambridge: Cambridge University Press.

8. Ip, E.H., & Molenberghs, G. (2009). Empirical Bayes methods (2010). In P. Peterson (ed.), The International Encyclopedia of Education Vol. 7 (3rd Ed., p.142-149). Amsterdam, the Netherlands: Elsevier Publishing.

9. Ip, E. H., & Chen, S. (2015). New approaches to modeling multidimensional data. In S Reise, D. Revicki (Eds.) Handbook of Item Response Theory Modeling: Applications to Typical Performance Assessment (pp. 226-251). London: Taylor and Francis.

Refereed Conference Papers/Abstract (selected list)

1. Ip, E.H. (1996). A new method of treating item clusters in large scale assessments. American

Educational Research Annual Meeting, April, New York, NY.

2. Ip, E.H., & Leung, P. (1997). Knowledge discovery from the National Assessment of Educational Progress (NAEP) database. American Educational Research Annual Meeting, April, Chicago, IL.

3. Ip, E.H., Jenkins, F., & Scott, S. (2001). A general IRT model for performance assessment. National Council on Measurement in Education (NCME) Annual Meeting, April, Seattle, WA.

4. Hamuro, Y., Katoh, N., Ip, E.H., Cheung, S., & Yada, K. (2001). Discovery of interesting rules for purchase behavior concerning brand loyalty and brand switching. Proceedings of the World Congress on Mass Customization and Personalization. October, Hong Kong.

5. Meulders, M., Ip, E.H., & De Boeck, P. (2002). Local dependent latent trait models for polytomous responses. The 23rd Biennial Conference of the Society for Multivariate Analysis in the Behavioral Sciences, Tilburg, The Netherlands.

6. Barkin S, Scheindlin B, Ip E.H., Finch S, Slora E, Wasserman R. (2004). Parent-provider agreement on anticipatory guidance: what is remembered after the visit. Pediatric Academic Societies (PAS)’s Annual Meeting, San Francisco, CA.

7. Barkin S, Richardson I, Ip E.H., Finch S, Wasserman R. (2004). Family Influences on Children's Media Use. (Podium presentation) PAS, San Francisco, CA.

8. Barkin S, Ip E.H., Finch S, Slora E, Wasserman R. (2005). Parental Media Mediation Styles. PAS; Washington, DC.

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9. Farmer DF, Petrek J, Ip E.H., Naughton M. (2005). Spirituality in young breast cancer survivors one to three years post-diagnosis. Presented at the Era of Hope Department of Defense Breast Cancer Research Program Meeting. Philadelphia, PA.

10. Dew, R. Ip, E.H. & Daniel, S. (2005). Religiosity / spirituality in depressed adolescents. American Psychiatry Association Annual Conference, Section on Personality Traits and Disorders, Etiology, Diagnosis, Course, and Treatment, Atlanta, GA.

11. Barkin, S., Finch, S., Ip, E.H. (2006). Discrepancies Between Survey-Based and Actual Discussion Rates of Violence Prevention Topics, PAS, San Francisco, CA.

12. Barkin, S., Durant, R., Finch, S., Ip, E.H..(2006). Distributing Firearm Locks Through Pediatricians' Offices Achieves Safer Gun Storage: Results of a Randomized Controlled Trial, PAS, San Francisco, CA.

13. Barkin, S., Finch, S., Ip, E.H.. (2006). Community Practice Patterns: Linking to Community Violence Prevention Resources, PAS, San Francisco, CA..

14. Snow Jones, A., Heckert, A., Gondolf, E., Zhang, Q., & Ip, E.H. (2007). Abuse Patterns and Trajectories of Batterer Program Participants over 48 Months, International Family Violence an Child Victimization Research Conference, New Hampshire.

15. O’Shea, M., Manuel, J., Zhang, Q., & Ip, E.H.. (2007). Hidden Markov Models in Longitudinal Studies of Children with Special Health Care Needs (CSHCN). PAS, Toronto.

16. Barkin, S. Finch, S., Ip, E.H.. (2007). But Will You Love Me Tomorrow? Will Clinicians Sustain Use of Intervention Components After Study Completion? PAS, Toronto.

17. Barkin, S., Finch, S., Ip, E.H. (2007). The Effect of Office-Based Violence Prevention - A Cluster Randomized Trial, PAS, Toronto.

18. Ip, E.H., Rejeski, J., Marsh, A., Pecorelli, A., Wong, Y. (2007) .Animated and computer adaptive assessment of physical functioning in older adults (abstract). International Society of Quality of Life (ISOQOL), Budapest, Hungary.

19. Scheindlin, B. Barkin, S. Ip, E.H., Finch, F., Weiley, V., Wasserman, R. (2009). Reading promotion at well child visits: It’s the screen time that counts. PAS, Baltimore.

20. Sutfin, E., Wolfson, M., Blocker, J., McNamara, R.S., Ip, E.H., O’Brien, M. (2010). Screening for tobacco use among college students by health care providers at student health centers. Oral presentation at Social for Research on Nicotine and Tobacco (SRNT), Baltimore, Maryland.

21. Miller D., Crandall, S., Spangler, J., Ip, E.H., Davis, D., Marion, G., Kronner, D., Vaden, K. (2010). Medical students are unaware of personal bias toward obese patients. Society of General Internal Medicine (SGIM) 33rd meeting, Minneapolis, MN.

22. Ip, E.H., Rejeski, J.W., Marsh, A., Barnard, R.(2010). Video-animation item banking, calibration, and selection using item response theory. The Gerontological Society of America's 63rd Annual Scientific Meeting, New Orleans, LA.

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23. Marsh, A., Ip, E.H., Rejseki, J.W., Guralnik, J. (2010). Using Video Animation to Assess Mobility in Older Adults. The Gerontological Society of America's 63rd Annual Scientific Meeting, New Orleans, LA.

24. Barnard, R., Babcock, D., Ip, E.H., Rejeski, W., Marsh, A. (2010). Mobile MAT-sf: An iPad-Based Video-Animated Tool for Assessing Mobility. 2010 mHealth Summit (hosted by NIH and mAlliance), November, Washington DC.

25. Gutierrez A, Blocker J, Ip E, Peters T, Wolfson M, Poehling K. 2009-2010 Seasonal Influenza Vaccine Coverage at 8 North Carolina Colleges. Pediatrics Academic Societies, May 2011.

26. Miller, D., Vitolins, M. Davis, S. Crandall, S. Ip, E.H.; Vaden, K., Spangler, J. (2011) Gaps in medical students’ knowledge of the link between obesity, lifestyle, and cancer. Society of General Internal Medicine, May, Phoenix.

27. Ip, E.H. 2011. Projective IRT for purified constructs. Psychometric Society Annual Meeting, Hong Kong.

28. Guerra, RO.; Silva, B; Freire, ANF; Ip EH, Lord C, Marsh A, Rejeski J; Alvarado B (2011). Validity and reliability of Portuguese version of the Mobility Assessment Tool short version: Results from a Brazilian study in elderly populations. 4th Pan-American Congress, International Association of Gerontology and Geriatrics, October, Ottawa, Canada.

29. Curcio CL, Gomez JF, Lord C, Ip EH, Marsh A, Rejeski J; Alvarado B (2011). Validity and reliability of Portuguese version of the Mobility Assessment Tool short version: Results from a Columbian study in elderly populations. 4th Pan-American Congress, International Association of Gerontology and Geriatrics, October, Ottawa, Canada

30. Rapp, S., Barnard, R, Sink, K, Williamson, J, Ip, EH. Simulations of four key IADLs distinguish cognitively impaired from unimpaired older adults. Alzheimer’s Association International Conference, Paris, 2011.

31. Gómez JF, Guerra RO, Curcio CL, Silva B, Lord C, Ip EH, Marsh AP, Rejeski WJ, Zunzunegui MV. Validity of the Life Space Assessment Questionnaire (LSA) and the Late Life Disability Index (LLDI) in older people from Colombia and Brazil. Presented at the 2011 Canadian Association on Gerontology Pan-American Congress on Geriatrics and Gerontology. Ottawa, Canada, October 2011.

32. Curcio CL, Gómez JF, Lord C, Ip EH, Marsh AP, Rejeski WJ, Alvarado BE. Validity and reliability of Spanish version of the Mobility Assessment Tool short version: Results from a Colombian study in elderly populations. Presented at the 2011 Canadian Association on Gerontology Pan-American Congress on Geriatrics and Gerontology. Ottawa, Canada, October 2011.

33. Guerra, RO; Oliveira, BS; Freire, ANF; Ip EH, Lord C, Marsh AP, Rejeski WJ; Alvarado B. Validity and reliability of Portuguese version of the Mobility Assessment Tool - short form (MAT-sf): Results from a Brazilian Study in Elderly Populations. Presented at the 2011 Canadian Association on Gerontology Pan-American Congress on Geriatrics and Gerontology. Ottawa, Canada, October 2011.

34. Miller, D., Kronner, K., Vitolins, M., Crandall, S., Vaden, K. Ip, E.H., Davis, S., Spangler, J, NEW Lifestyle: A web-based teaching and learning program for Nutrition, Exercise, and Weight management. Oral presentation at SGIM 35th Annual Meeting, Orlando, 2012.

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35. Ip EH, Wolfson, M, Easterling D, Sutfin E, Wagoner K, Blocker J, Egan K, Rahmandad H, Chen, SH. Agent-based modeling of College Drinking Behavior and mapping of feedback mechanism of alcohol reduction. Poster presentation at the 2012 System Dynamic Conference, St. Gallin, Switzerland.

36. Fellin, R.E., Seay, J.F., Hill, R.D., Saldana, S. Cannon, D.W., DeVita, P., Ip, E.H.,. Martin, D.F., Messier, S.P.. Differences in Running Mechanics and Strength between Runners in Minimalist and Traditional Footwear. American College of Sports Medicine annual conference 2013.

37. Bell, R.A. Arcury, T.A., Saldana, S., Ip, E.H., Kirk, J.K., Grzywacz, J.G., Nguyen, HT, & Quandt, S.A. Demographics, health and self-management correlates of personal mastery among rural older adults with diabetes. American Diabetes Association 73th Scientific session, June, Chicago, 2013.

38. Wood J, Peters T, Blocker J, Ip E, Wolfson M, Rhodes S, Parries M, Wagoner K, Poehling K.

Prevalence and Predictors of HPV Vaccinations among Female College Students. Oral presentation at Pediatric Academic Societies, Washington, DC, May 4, 2013.

39. Wood J, Peters TR, Blocker J, Ip E, Wolfson M, Rhodes SD, Parries M, Wagoner K, Poehling KA. Prevalence and Predictors of HPV Vaccination and Male College Students. Poster presentation at 2013 Pediatric Academic Societies, Washington, DC, May 2013.

40. Grzywacz J, Arcury TA, Suerken C, Zapata MR, Trejo G, Ip EH, Lang W, Quandt SA. Sedentary and moderate-to-vigorous physical activity among preschool-aged Latino children in farmworker families. Poster accepted to the American Public Health Association Annual Meeting, Boston, MA, Nov 2013.

41. Quandt SA, Suerken C, Trejo G, Grzywacz JG, Ip EH, Arcury TA. Food insecurity in farmworker households: episodic or chronic? 142nd Annual Meeting and Exposition of the American Public Health Association. New Orleans, LA. November 17, 2014.

42. Ip, E.H., Leng, X., Zhang, Q., Schwartz, R., Chen, S., Labarthe, D., Trejo, G. Supplementing

official statistic of cardiovascular outcomes from NHANES III data with risk-related subgroup trajectories. Journal of Official Statistics 30th Anniversary. Stockholm, Sweden, June 12, 2015.

Non-Refereed Conference Papers (selected list)

1. Ip, E.H. (1995). Applying a Gibbs sampler in high dimensional empirical Bayes models. Conference

on empirical Bayes and sequential analysis in honor of Herbert Robbins, New Brunswick: NJ.

2. Grave, T., & Ip, E.H. (1995). Penalized likelihood to combine information. Proceedings of the American Statistical Association, Joint Statistical Meeting, August, Orlando, FL.

3. Ip, E.H., & Allen, N. (1995). Bootstrap method for detecting effects of monitoring assessments in National Assessment of Educational Progress (NAEP) Trial State Assessment. Psychometric Society Annual Meeting, July, Minneapolis, MN.

4. Ip, E.H. (1997). A graphical method in presenting multiple regression. Joint Statistical Meeting, August, Anaheim, CA.

5. Ip, E.H. & Scott, S. (2000). Assessing the effects of item clustering and fixed item parameters : An example from National Assessment of Educational Progress (NAEP). Psychometric Society Annual

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Meeting, July, Vancouver, Canada.

6. Ip, E.H., Tellis, G., & Johnson, J. (2001). Capturing Value through Customized Coupons. Institute for Operations Research and the Management Sciences (INFORMS) Conference, Miami, FL.

7. Ip, E.H. (2003). Trajectory analysis of psychological inventory. Joint Statistical Meeting. San Francisco, CA.

8. Janssen, R., De Boeck, P., Ip, E.H. (2005). Modeling partial knowledge in multiple-choice tests using estimation scoring. Psychometric Society Annual Meeting, Tilburg, the Netherlands.

Federal Reports 1. Jenkins, F., Ip, E.H., & Kulick, E. (1997). Data analysis for the mathematics Long Term Trend

Assessment. Technical Report, 1994 National Assessment of Educational Progress (NAEP). Department of Education, Washington. D.C.

2. Ip, E.H., & Allen, N. (1997) A study of the monitored vs. unmonitored sessions. State Technical Report, 1994 National Assessment of Educational Progress (NAEP). Department of Education, Washington, D.C.

3. Allen, N., Mazzeo, J., Ip, E.H., Swinton, S., Isham, S., & Worthington, L. (1997). Data analysis and scaling for the 1994 Trial State Assessment in reading. 1994 National Assessment of Educational Progress (NAEP). State Technical Report, Department of Education, Washington, D.C.

Other Published Articles

1. Ip, E.H. (2000). Letter to Editor. Amstat News *(October, 2000).

Amstat News is the newsletter of the American Statistical Association. Article discusses the role played by statisticians in an Information Age.

2. Ip. E.H. (2001). A Day in a Statistician's Life. Amstat News September issue. Article included in package sent to young students to promote the statistics profession.

3. Ip, E.H. (2002). Data Takes Shape. Marshall Magazine May issue, p.48-53. An alumni magazine of the Marshall School, USC. Article discusses role of data mining in business.

*List of publications (books, articles) in other languages will be provided upon request.

(Selected) Contributed presentations (talks) /Poster

1. (1993). Using CART for analyzing educational and clinical data. School of Education seminar, Stanford University.

2. (1993). Hierarchical logistic regression and latent class models in cognitive diagnosis. Joint biostatistics and statistics seminar, Stanford University.

3. (1994). Latent variable models using a class of stochastic algorithms. School of Business Administration, University of Southern California (USC).

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4. (1995). Splus: The Good, the Bad, and the Ugly. Data Analyst Seminar Series, Educational Testing Service, Princeton, NJ.

5. (1995). Applying a Gibbs sampler in high dimensional empirical Bayes models. Conference on empirical Bayes and sequential analysis in honor of Herbert Robbins, Rutgers University, New Brunswick: NJ.

6. (1995). Bootstrap method for detecting effects of monitoring assessments in 1994 National Assessment of Educational Progress (NAEP) Trial State Assessment. Psychometric Society Annual Meeting, Minneapolis, MN.

7. (1995). Penalized likelihood method to combine information. Joint Statistical Meetings, Orlando, FL.

8. (1995) Random effect ordered probit model for survey data. First Conference in Applied Statistics, Rutgers University and Rider University, Lawrence, NJ.

9. (1996). Identification and modeling of locally dependent item responses in moderately large item clusters. Joint statistics and psychometric seminar, ETS, Princeton, NJ.

10. (1996). Analysis of locally dependent responses in item clusters using National Assessment of Educational Progress (NAEP) data. School of Business Administration, USC.

11. (1996). Use of the EM algorithm in the estimation of National Assessment of Educational Progress (NAEP) data. ETS NAEP seminar series, Princeton, NJ.

12. (1997). A graphical method in presenting multiple regression. Joint Statistical Meetings, Anaheim, CA.

13. (1998). Visualization of large market databases using interactive profiling. Talk given at USC to a group of executives from the Pharma, a Japanese retail chain store.

14. (1998). Order-dependent mixed parameterization for multivariate categorical data analysis. Brown-bag statistics seminar, Marshall School, USC.

15. (1999). Reproducible models for marginal inference, Statistics seminar series, Information & Operations Management, Marshall School, USC.

16. (2000). Assessing the effects of item clustering and fixed item parameters: An example from National Assessment of Educational Progress (NAEP). Psychometric Society Meeting, Vancouver, Canada.

17. (2000). A data mining system for managing customer relationship, American Conference in Information System, Long Beach, CA.

18. (2006) All Unidimensional models are wrong, but some are useful: Functional unidimensionality and methods of estimation. Psychometric Society Annual Meeting, Montreal, Canada.

19. (2007). Transitional states of disability and obesity in older adults. Poster presented at the Hazaard

Symposium, Winston-Salem.

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20. (2007). Transition between cognitive states in older women. Poster presented at the Women’s Cognitive Health Conference, Winston-Salem.

21. (2007). Animation-enhanced adaptive assessment of PRO in mobility disability. Poster presented at ISOQOL Workshop, Budapest.

22. (2015). Supplementing official statistic of cardiovascular outcomes from NHANES III data with

risk-related subgroup trajectories. Poster presented at the 30th Anniversary Conference of the Journal of Official Statistics , Stockholm, Sweden.

INVITED/PEER-REVIEWED PAPER PRESENTATIONS

1. (1993). Improving maximum likelihood estimates in latent class model via regularizing EM. Joint statistics and psychometric seminar, ETS, Princeton, NJ.

2. (1994). Finite mixture analysis of mixed-mode data via Gibbs sampling. Invited talk given at the Workshop of mixture modeling in cluster analysis and time series, University of Washington, WA.

3. (1994). Latent variable models for psychometric and biomedical applications. National Institute of Statistical Sciences, Durham, NC.

4. (1994). An optimization method based on a stochastic algorithm. Scientific Computing Division seminar, Sandia National Laboratories, Livermore, CA.

5. (1994). A stochastic algorithm for maximum likelihood estimation with missing data. The Rand Corporation, Santa Monica, CA.

6. (1995). Statistical inference in high dimensional incomplete data problems. AT&T Bell Lab, Murray Hill, NJ.

7. (1996). A new method of treating item clusters in large scale assessments. Special Interest Group, American Educational Research Annual Meeting, New York City, NY.

8. (1997). Knowledge discovery from the National Assessment of Educational Progress (NAEP) database. Special Interest Group, American Educational Research Annual Meeting, Chicago, IL.

9. (1999). Order dependent mixed parameterization for multivariate ordinal and categorical responses. Biostatistics seminar series, School of Public Health, UCLA.

10. (1999).. Lattice-based models for clustered data analysis. Mathematics seminar series, Department of Mathematics, USC.

11. (1999). Data mining: Perspectives from a Business School (with George Hall, then USC MBA student). California Academic Research Library Conference, Los Angeles, CA.

12. (2000). A unified hierarchical model to investigate the empirical Bayes and item clustering effects. Institute of Statistics, Academia Sinica, Taipei, Taiwan.

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13. (2000).. Lattice decomposition of multivariate density and polytypefication. Institute of Mathematics, Academia Sinica, Taipei, Taiwan.

14. (2000). Customized coupon analysis: A CRM perspective. Data Mining Conference for Business Applications, Kyoto University, Japan.

15. (2001). Mining transaction data: Challenges and opportunities. Information and Computer Science, University of California, Irvine.

16. (2001). Investigating psychometric effects due to item clustering and an empirical Bayes procedure in a national survey. Statistics seminar series, Department of statistics, UCLA.

17. (2002). Local dependency models in psychometric research. Department of psychology, Leuven University, Belgium.

18. (2002). Two Examples from mining transaction data. Seminar, Research Center of Socio-Network Strategy, Kansai University, Japan.

19. (2002). What can we learn from mining transaction data? Invited talk at the Business Data Mining Workshop, Osaka University, Japan.

20. (2003). Locally dependent item response models and applications in health sciences. Wake Forest University School of Medicine.

21. (2003). Conditionally dependent statistical models. City University of New York.

22. (2004). Latent trait models for partially ordered set. Seminar series, Psychology Department, Catholic University of Leuven, Belgium.

23. (2004). A tale of two Cindys : Application of latent variable model to scales in desire for physical competence and anger management. Biostatistics seminar, Wake Forest University School of Medicine.

24. (2005). Longitudinal data analysis of cognitive functioning. Biostatistics seminar, Wake Forest University School of Medicine.

25. (2006). Applying psychometrics to multiple outcomes in social and behavioral research. Comprehensive Cancer Center Research Seminar, WFUSM.

26. (2006). Extended latent class models and trajectory analysis. Invited special presentation at the Department of Statistics, Chinese University of Hong Kong.

27. (2006). Temporal configuration analysis of WHISCA data. Presentation at the Executive Committee meeting of the Women Health Initiative WFUSM.

28. (2006) All latent class models are wrong, but some are useful: Applications of some extended latent class models to health data. Invited Section on Latent Variable, International Conference on Statistical Latent Variable Models in the Health Sciences (Satellite meeting from Compstat06). Perugia, Italy.

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29. (2006). Using visualization in the teaching of statistics. Invited Section on Statistics Education in Health Sciences, Joint Statistical Meeting, Seattle.

30. (2006). Model-based assessment models for psychopathological data. Invited discussant, Georgia Institute of Technology Measurement Conference.

31. (2007). Statisticians can kick, data miners can punch. To whom do you give numbers to crunch? WFUSM Biostatistics seminar.

32. (2007). Everything I need to know about measuring performance I learned from Nintendo: Animation-enhanced and computerized-adapted assessment of functioning in older adults, WFUSM Biostatistics seminar.

33. (2007). Mobility and cognitive assessment in older adults. Department of Geriatrics, WFUSM.

34. (2007). Absolutely new, somewhat new, and re-engineered methods for analyzing temporal data. Epidemiology and Health Policy Seminar, WFUSM.

35. (2008). Hidden Markov models and applications to the disablement process. Invited Section on Hidden Markov Models. International Meeting of the Psychometric Society (IMPS). Durham, NH.

36. (2008). Analysis of repeated cross-sectional data with overlapping samples: New methods and applications to two college drinking studies. Biostatistics seminar, WFUSM.

37. (2009). Computerized adaptive testing in clinical studies. Research Computing Unit seminar, WFUSM.

38. (2009). Analyzing belief items in Common Sense Models. Invited section on latent variables for complex data structures. International Meeting of the Psychometric Society (IMPS). Cambridge, UK.

39. (2009). Markov modeling for disability in older adults. Sticht Center lecture series.

40. (2009). Risk factors and intervention effects on transition between disability states in older adults (co-presenter: Jack Rejeski, WFU) Pepper Center Investigator’s meeting. WFUSM.

41. (2010). Mechanism-based analysis of multiple outcomes over time with illustration from the Health ABC study. Biostatistics seminar, WFUSM.

42. (2010). Item response theory for a video animation assessment tool. Gerontological Society of America, New Orleans, LA.

43. (2010). Hidden Markov and mechanism-based analyses of multiple outcomes over time. The Data Mining Applied Research Center, Kansai University, Japan.

44. (2011). Agent-based modeling and statistical learning: Conceptual and technical comparison. Social Computing, Behavioral-Cultural Model and Prediction (SBP 2011). Invited talk at special symposium, Baltimore, MD.

45. (2011). System science, statistical learning and agent-based modeling. Talk at the steering committee meeting, Comparative Modeling Network, National Collaborative for Childhood Obesity

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Research, Washington, DC.

46. (2011). Projective IRT for test-independent measurement. Department of Psychology, University of North Carolina, Chapel Hill, NC.

47. (2011). Projective IRT for purified construct. International Meeting of the Psychometric Society (IMPS), July, Hong Kong.

48. (2011). Projective approach for handling multidimensional response data in educational and psychological testing. Educational Testing Service, Princeton, NJ.

49. (2012). Dynamic multi-chain graphical model for psychosocial and behavioral profiles in childhood obesity. International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), Maryland.

50. (2012). How to talk to a Statistician. Seminar presented for the Translational Science Institute (TSI), Wake Forest University School of Medicine, videotaped as part of clinician training modules.

51. (2012). Everything I need to know about measuring performance I learned from Nintendo: An update of MAT and SIMBAC. Biostatistics seminar, WFUSM.

52. (2013). Feedback dynamic between emotional reinforcement and healthy eating: An application of the reciprocal Markov model. International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), April 2013, Washington DC.

53. (2013). Thurstonian IRT model and application to attitude scaling. International Meeting of the Psychometric Society (IMPS). July 2013, Arnhem, the Netherlands.

54. (2013). Novel Statistical Modeling Advances for Obesity Research (with Kiros Berhane) in contributed session Statistical Modeling and Systems Science in the Study of Childhood Obesity. Joint Statistical Meeting (JSM). August 2013, Montreal, Canada.

55. (2013). Multichain hidden Markov models for studying psychological and behavioral profiles: Two applications in obesity research. Invited talk at the Nutrition Obesity Research Center (NORC), University of Alabama at Birmingham. October, 2013.

56. (2014). Analysis of partially ordered data. Invited talk at the Statistics Department, University of

South Carolina, April, 2014. 57. (2014). System-subsystem dependency network for integrating multi-component data and

application to health sciences. International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP), April 2014, Washington DC.

58. (2014). IRT models for partially ordered data and application to common sense belief about disease.

International Meeting of the Psychometric Society (IMPS). July 2014, Madison, WI. 59. (2014). Heterogeneity in functional data for lipid, blood pressure, and anthropometrics in cohorts of

children and adolescent. International Biometrics Society, July 2014, Florence, Italy. 60. (2014). Dynamic chain graphical model. Presentation at the Envision Network meeting on

Childhood Obesity Research (NIH). August 21-22, 2014, Washington, DC.

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61. (2014). Demonstration of a Multivariate Longitudinal Analytic Program for Rapid and Visual

Exploration of Cancer Patient Data (with Ryan Barnard). NCI Webinar series. December 12, 2014. 62. (2015). Supplementing official statistic of cardiovascular outcomes from NHANES III data with

risk-related subgroup trajectories. Poster presented at the 30th Anniversary Conference of the Journal of Official Statistics, Stockholm, Sweden.

COMMUNITY ACTIVITIES AND SERVICES

2005-7 Sunday school Chinese for youth Ardmore Church, Winston-Salem 2009-10 AP Statistics project* Career Center, Winston-Salem * promotion of biostatistics through analysis of real clinical data; supported by the American Statistical Association