UNIVERSITY OF ROCHESTER Curriculum Vitae

December 2013

Xin Ming Tu, Ph.D.

Office Address: Department of and Computational Biology University of Rochester 601 Elmwood Ave., Box 630 Rochester, NY 14642

Telephone: (585) 275-0413 (Office) FAX: (585) 573-4865 Email: [email protected]

Education: 1982 B.S. Fudan University, Shanghai, People’s Republic of China (Mathematics) 1986 M.A. Duke University, (Statistics and Numerical Analysis) 1989 Ph.D. Duke University, (Statistics and Applied Mathematics)

Postgraduate Training and Fellowship Appointments: 1990-1992 Post Doctoral Fellow, Department of Biostatistics, Harvard School of Public Health

Military Service: None

Faculty Appointments: 1992-1998 Assistant Professor of Statistics and Psychiatry, Department of Statistics and Department of Psychiatry, University of Pittsburgh 1998-1998 Associate Professor of Statistics and Psychiatry, Department of Statistics and Department of Psychiatry, University of Pittsburgh Xin Ming Tu, Ph.D. 2

1998-2003 Associate Professor of Biostatistics, Department of Biostatistics and Epidemiology, University of Pennsylvania, School of Medicine 2003-present Professor of Biostatistics and Psychiatry, Department of Biostatistics and Computational Biology and Department of Psychiatry, University of Rochester School of Medicine 2003-present Director, Statistical Consulting Services (http://www.urmc.rochester.edu/biostat/consulting/) 2007-present Director, Division of Psychiatric Statistics (http://www.urmc.rochester.edu/biostat/dps/) 2007-present Director, Psychiatry Biostatistics and Informatics Group 2007-present Associate Chair for Consulting, Collaboration and Research, Department of Biostatistics and Computational Biology, University of Rochester School of Medicine 2008-present Director of Biostatistics Core, Center of Excellence, VAMC Canandaigua, New York

Hospital and Administrative Appointments: None

Specialty Certification: Not applicable

Licensure: Not applicable

Awards, Honors, and Memberships in Honorary Societies: 1989 Recipient of the 1989 Summer Research Conference on Statistics (SRCOS) travel expenses award 1989 Recipient of the 1989 Duke University Graduate Student’s travel expenses award 1992 Recipient of a 1991-1992 third term research grant awarded by the Faculty of Arts and Sciences of University of Pittsburgh 1994 Recipient of a 1994 Small Research Program award from the Central Research Development Fund of the University of Pittsburgh 1995 Recipient of a First Independent Research Support and Transition Award (R29) from the National Institute of Allergy and Infectious Diseases (NAID) Award No. 1 R29 AI 36627 1996 Outstanding faculty at the 1996 Honors Convocation of the University of Pittsburgh 1998 Received recognition of AIDS research in one of the feature articles in the PittMagazine January 1998 issue

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Memberships in Professional and Scientific Societies (including offices held): National Societies: 1990-present Member, American Statistical Association 1990-present Member, International Biometric Society

Local Societies: None

National Scientific Committees: February 2001 Ad hoc reviewer Special Emphasis Panel for “Clinical Site Operations And Monitoring Project,” (NIH-NIAID-01-15), Bethesda, Maryland. October 2003-June 2007 Standing Committee Member, Interventions Research Review Committee of the NIMH Extramural Activities Division, Washington, DC. March 2004 Ad hoc reviewer for Special Emphasis Panel for “NIMH Translational Research Center grant applications,” Bethesda, Maryland. July 2005 Ad hoc reviewer for Special Emphasis Panel – SRV Conflicts 1, Teleconference Review. March 2006 Ad hoc reviewer for Special Emphasis Panel – SRV Conflicts 2 (ZMH1 ERB-I (08)), Teleconference Review. November 2008 Ad hoc reviewer for NIMH RFA – Innovative Approaches to Personalizing the Treatment of Depression (ZMH1 ERB-D (01)), Washington, DC. March 2011 Ad hoc reviewer for NIMH RFA – En invigorating HIV Prevention for Men Who Have Sex with Men (ZMH1 ERB-D (02), Tele-conference Review. November 2012 Ad hoc reviewer for NIMH RFA – Harnessing Advanced Health Technologies to Drive Mental Health Improvement (RFA-MH-13-060), Washington, DC.

Local Scientific Committees: None

Editorial Positions: 1991 Referee American Journal of Epidemiology 1991 Referee 1992 Referee Journal of Acquired Immune Deficiency Syndromes (JAIDS) 1993 Referee Statistica Sinica 1994 Referee Psychometrika 1995 Referee Applied Statistics 1995 Referee Journal of the American Statistical Association (JASA)

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1996 Referee Statistical Science 1996 Referee Management Science 1996 Referee Applied Statistics 1997-1998 Referee Archives of General Psychiatry 1997-1998 Referee 1997 Referee Journal of Affective Disorders 1997 Referee Journal of Clinical Psychopharmacology 1997 Referee Journal of Lifetime Data Analysis 1999-2001 Referee Statistics in Medicine 2000-2001 Referee Biometrics 2001 Referee 2002 Referee BMC Medical Research Methodology 2002 Referee Bipolar Disorders 2002 Referee Journal Statistical Planning and Inference 2002 Referee Methodology and Computing in Applied Probability 2003 Referee Statistics in Medicine 2004 Referee Statistics in Medicine 2004 Referee 2004 Referee Neuropsychopharmacology 2005 Referee Statistics in Medicine 2005 Referee Archives of General Psychiatry 2005 Referee Statistics in Medicine 2005 Referee Journal of Statistical Planning and Inference 2006 Referee Biometrics 2006 Referee Neuropsychopharmacology 2007 Referee Statistics in Medicine 2007 Referee Psychology and Aging 2007 Referee Statistics in Medicine 2008 Referee Psychology and Aging 2008 Referee Biometrics 2008 Referee Biometrics 2012 Biostatistical Shanghai Archives of Psychiatry Co-editor

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Academic Committees: 1998 - 1999 Member, Graduate Program, Division of Biostatistics, University of Pennsylvania, Philadelphia, PA 1998 - 1999 Member, Faculty Recruitment, Division of Biostatistics, University of Pennsylvania, Philadelphia, PA 2000 - 2001 Member, Graduate Program, Division of Biostatistics, University of Pennsylvania, Philadelphia, PA 2001 - 2003 Chair, Curriculum Committee, Graduate Program in Biostatistics, University of Pennsylvania, Philadelphia, PA. 2003 - present Member, Admission Committee, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 2003 - present Director, Statistical Consulting Services, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY. 2007 – present Director, Division of Psychiatric Statistics, Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY

Major Teaching and Clinical Responsibilities: 1982 - 1984 Instructor for several calculus and elementary statistics courses, Li Shin Accounting College, Shanghai, China. 1984 - 1989 Instructor for numerous undergraduate calculus and introductory statistics courses and teaching assistant for several advanced probability, stochastic, statistics and partial differential equations courses, Duke University. 1992 Instructor, Statistics 1151: Introduction to Probability and Statistics; University of Pittsburgh 1993 - 1995 Instructor, Statistics 2131 & 2132: Applied Statistical Methods I & II, University of Pittsburgh 1995 Instructor, Statistics 1131: Introduction to Applied Statistics, University of Pittsburgh 1996 Instructor, Statistics 200/7200: Basic Applied Statistics; University of Pittsburgh 1997 Instructor, Statistics 1631 & 1632: Intermediate Mathematical Statistics I & II, University of Pittsburgh 1998 Instructor, Statistics 1221: Applied Regression Analysis, University of Pittsburgh 1992 - 1998 Committee Member on more than ten final exams for M.S. degree candidates, University of Pittsburgh

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2000 Course Director, BSTA 651, Introduction to Linear Models and Generalized Linear Models, Department of Biostatistics and Epidemiology, University of Pennsylvania 2001 Course Director, BSTA 651, Introduction to Linear Models and Generalized Linear Models, Department of Biostatistics and Epidemiology, University of Pennsylvania 2002 Course Director, BSTA 781 Theory and Application of Asymptotics and U-statistics, Department of Biostatistics and Epidemiology, University of Pennsylvania 2005 Course Director, BST 550 Topics in Data Analysis --- Asymptotic and U- statistics Theory and their Applications in Biomedical and Psychosocial Research, Department of Biostatistics and Computational Biology, University of Rochester 2007 Course Director, BST 466, Categorical Data Analysis, Department of Biostatistics and Computational Biology, University of Rochester 2008 Course Co-Director, BST 466, Categorical Data Analysis, Department of Biostatistics and Computational Biology, University of Rochester 2011 Course Co-Director, BST 426, Linear Models, Department of Biostatistics and Computational Biology, University of Rochester 2012 Course Co-Director, BST 426, Linear Models, Department of Biostatistics and Computational Biology, University of Rochester 2012 Course Co-Director, BST 512, Causal Inference and its Applications, Department of Biostatistics and Computational Biology, University of Rochester

Thesis and Dissertation Committees: 1996 Member, Ph.D. Thesis Committee for Mr. Che-Chern Lin, Department of Electrical Engineering, School of Engineering, University of Pittsburgh 1997 Member, Ph.D. Thesis Committee for Ms. Sa Shen, Department of Statistics, University of Pittsburgh 1992-1998 Advisor for more than twelve undergraduate statistics majors, University of Pittsburgh 1994-1998 Member, Graduate Faculty, Faculty of Arts and Sciences, University of Pittsburgh 1995-1998 Advisor for Independent Research: Mr. Shan Bai, M.S. degree candidate, Mr. Aurele Houngbedji, M.S. degree candidate, Mr. Silviu Bacanu, Ph.D. candidate, Mr. Gang Jia, Ph.D. candidate, University of Pittsburgh

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1992-1996 Ph.D. Thesis Advisor: Mr. Jose R. Mendoza-Blanco, Ph.D., Statistics, University of Pittsburgh 1994-1998 Ph.D. Thesis Advisor: Ms. Jeanne Kowalski, Ph.D., Statistics, University of Pittsburgh 2005 Member, Ph.D. Thesis Committee for Ms. Jariya Chatcheydang, Ph.D., Nursing, University of Rochester School of Nursing 2006 M.S. Thesis Advisor: Ms. Jacqueline Campbell, M.S., Biostatistics, University of Rochester School of Medicine and Dentistry 2006 Member, Ph.D. Thesis Committee for Ms. Hongyue Wang, Ph.D., Biostatistics, University of Rochester School of Medicine and Dentistry 2007 Member, Ph.D. Thesis Committee for Mr. Graves, Brian, Ph.D., School of Nursing, University of Rochester 2007 Member, Ph.D. Thesis Committee for Ms. Carol Sammann, Ph.D., School of Nursing, University of Rochester 2003-2008 Ph.D. Thesis Advisor: Mr. Yan Ma, Ph.D., Biostatistics, University of Rochester School of Medicine and Dentistry 2004-2009 Ph.D. Thesis Advisor: Ms. Qin Yu, Ph.D., Biostatistics, University of Rochester School of Medicine and Dentistry 2009 M.S. Thesis Advisor: Mr. Nicholas Rollins, M.S., Biostatistics, University of Rochester School of Medicine and Dentistry 2006-2010 Ph.D. Thesis Advisor: Mr. Hui Zhang, Biostatistics, University of Rochester School of Medicine and Dentistry 2006-2011 Ph.D. Thesis Advisor: Mr. Douglas Gunzler, Biostatistics, University of Rochester School of Medicine and Dentistry 2011-2013 Ph.D. Thesis Advisor: Mr. Pan Wu, Biostatistics, University of Rochester School of Medicine and Dentistry 2011-present Ph.D. Thesis Advisor: Mr. Yu Han, Biostatistics, University of Rochester School of Medicine and Dentistry 2012-present Ph.D. Thesis Advisor: Ms. Tian Chen, Biostatistics, University of Rochester School of Medicine and Dentistry 2013-present Ph.D. Thesis Co-Advisor: Mr. Lam Tran, Computer Science, University of Rochester School of Medicine and Dentistry

Mentees (Undergraduate Students, Junior faculty and Post-doctoral fellows):

Undergraduate Students Caroline Gerhardy (Summer, 2008) Summer internship, Department of Biostatistics and Computational Biology, University of Rochester

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Thanh Tran (Summer, 2009) Ronald E. McNair Post-baccalaureate Achievement Program Awardee, Department of Biostatistics and Computational Biology, University of Rochester Lisa Rubin (Summer, 2009) Department of Biostatistics and Computational Biology, University of Rochester Jyoti Arora (Summer, 2011) Department of Biostatistics and Computational Biology, University of Rochester Tim Pietras (Summer, 2010, 2011) Department of Biostatistics and Computational Biology, University of Rochester Yuefeng Liang (Summer, 2010, Department of Biostatistics and Computational Biology, 2012) University of Rochester

Post-doctoral Fellows

Wan Tang (2004-2007) Department of Biostatistics and Computational Biology, University of Rochester Naiji Lu (2007-2009) Department of Biostatistics and Computational Biology, University of Rochester Xi Zhao (2006-2008) Department of Biostatistics and Computational Biology, University of Rochester Yinglin Xia (2007-2009) Department of Biostatistics and Computational Biology, University of Rochester Ellen Poleshuck (2004-2006) Statistical mentor, Department of Psychiatry, University of Rochester Wendy Nilsen (2004-2006) Statistical mentor, Department of Psychiatry, University of Rochester Ben Chapman (2007-2009) Statistical mentor, Department of Psychiatry, University of Rochester Stephanie Gamble (2006-2008) Statistical mentor, Department of Psychiatry, University of Rochester

Junior Faculty

Wan Tang (2007-present) Assistant Professor, Department of Biostatistics and Computational Biology, University of Rochester Hua He (2008-present) Assistant Professor, Department of Biostatistics and Computational Biology, University of Rochester Xia Yinglin (2009-present) Assistant Professor, Department of Biostatistics and Computational Biology, University of Rochester

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Naiji Lu (2009-present) Assistant Professor, Department of Biostatistics and Computational Biology, University of Rochester Changyong Feng (2005-present) Assistant Professor, Department of Biostatistics and Computational Biology, University of Rochester Jason Roy (2004-2006) Assistant Professor, Department of Biostatistics and Computational Biology, University of Rochester Gregory Warnes (2006-2008) Associate Professor, Department of Biostatistics and Computational Biology, University of Rochester

Lectures by Invitation (Past three years): March 2003 “Functional Response Models and their Applications to Psychosocial Research,” Department Biostatistics and Computational Biology, University of Rochester, Rochester, NY. March 2003 “Functional Response Models and their Applications to Psychosocial Research.” Department of Biostatistics, University of Minnesota, Minneapolis, MN. March 2003 “Functional Response Models and their Applications to Psychosocial Research.” Dept. of Biometry & Epidemiology, Medical University of South Carolina, Charleston, SC.

April 2003 “Functional Response Models and their Applications to Psychosocial Research,” Statistics Department, Columbia University, New York, NY. April 2003 “Power analyses for longitudinal and other clustered designs with missing data,” Department of Health Policy and Biomathematical Sciences, The Mount Sinai School of Medicine of New York University, New York, NY. April 2003 “Functional Response Models and their Applications to Psychosocial Research,” Department of Biostatistics, Columbia University, New York, NY. October 2003 “Applications of FRM to Inter-Rater Reliability Analysis,” Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY. February 2004 “Effect Size and Power Analysis,” Department of Psychiatry, University of Rochester, Rochester, NY. April 2004 “Moderation and Mediation Analysis,” Department of Psychiatry, University of Rochester, Rochester, NY.

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June 2004 “Research Design: Making the Most of Statistical Collaboration,” at the 2004 NIMH-sponsored Annual Summer Research Institute in Suicide Prevention, University of Rochester, Rochester, NY. July 2004 “Research Design: Making the Most of Statistical Collaboration,” at the 10th Annual Summer Research Institute in Geriatric Psychiatry, University of Rochester, Rochester, NY. November 2004 “A New Analytic Framework for Moderation Analysis,” at the 42nd Annual Eric F. Gardner Conference, Springside Inn, Auburn, NY. March 2005 “Power Analysis for Correlations from Clustered Study Designs,” Department of Biometry and Epidemiology, Medical University of South Carolina, Charleston, SC. May 2005 “Power Analysis for Correlations from Clustered Study Designs,” Dartmouth Psychiatric Research Center, Department of Psychiatry, Dartmouth College, Hanover, NH. May 2006 Statistical mentor for junior investigators in the 11th Annual Research Colloquium for Junior Investigators sponsored by the American Psychiatric Institute, University of Toronto, Toronto, Canada. June 2006 “Power Analysis for longitudinal Regression Analysis with Missing Data,” WNAR/IMS, Flagstaff, Arizona. October 2006 “Correlation Analysis for Longitudinal Data,” Department of Biostatistics, University at Buffalo, School of Public Health and Health Professions, Buffalo, NY. December 2006 “Correlation Analysis for Longitudinal Data,” Department of Biostatistics and Department of Psychiatry, Columbia University, New York, NY. May 2007 “Correlation Analysis for Longitudinal Data,” Division of Biostatistics, Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY. January 2008 “A Unified Approach for Modeling Reliability with Clustered and Longitudinal Data,” Division of Biostatistics, College of Public Health, The Ohio State University, Columbus, OH. February 2008 “A Unified Approach for Modeling Reliability with Clustered and Longitudinal Data,” Division of Biostatistics, University of Texas- Houston School of Public Health, Houston, TX. December 2008 “Modern Applied U-Statistics” The 64th Deming Conference on Applied Statistics, Atlantic City, NJ. May 2009 “A New Class of Regression Models and Its Applications” Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH.

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December 2010 “Applied Categorical and Count Data Analysis” The 66th Deming Conference on Applied Statistics, Atlantic City, NJ. October 2012 “Statistical Inference of Social Media Data on Neighborhood Violence Programs and Its Impact on the Field of Biostatistics” The Rochester Big Data Forum, University of Rochester, Rochester, NY.

Organizing Roles in Scientific Meetings:

August 2006 Chair, Section on Genetics Epidemiology, Joint Statistical Meeting of American Statistical Association, August, 2001, Atlanta, Georgia. June 2006 Chair, Section on Mixture/Missing/Repeated Data, WNAR/IMS, June, 2006, Flagstaff, Arizona.

Bibliography:

Research Publications in Peer-reviewed Journals:

1. Burdick, D.S. and Tu, X.M.: The wavelength component vectorgram: a tool for resolving two-component fluorescent mixtures. Journal of Chemometrics 3:431-441, 1989.

2. Tu, X.M., Burdick, D.S., Millican, D.W. and McGown, L.B.: Canonical correlation technique for rank estimation of excitation-emission matrices. Analytical Chemistry 61:2219-2224, 1989.

3. Burdick, D.S., Tu, X.M., Millican, D.W. and McGown, L.B.: Resolution of multicomponent fluorescent mixtures by analysis of the excitation-emission-frequency array. Journal of Chemometrics 4:15-28, 1990.

4. Tu, X.M.: A bootstrap resampling scheme for using the canonical correlation technique in rank estimation. Journal of Chemometrics 5:333-343, 1991.

5. Royce, R., Tu, X.M. and Pagano, M.: Gender differences in survival after AIDS diagnosis: U.S. surveillance data. American Journal of Epidemiology 134:780-781, 1991.

6. Tu, X.M. and Burdick, D.S.: A three-way array model for resolving multicomponent fluorescent mixtures. Acta Mathematicase Applicatae Sinica 8:6-17, 1992.

7. Tu, X.M., Burdick, D.S. and Albright, R.E.: Regression analysis of data with repeated measurements using the method of successive differences. Computational Statistics and Data Analysis 15:439-449, 1992.

8. Tu, X.M. and Burdick, D.S.: Resolution of trilinear mixtures: application in spectroscopy. Statistica Sinica 2:577-593, 1992.

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9. DeGruttola, V., Tu, X.M. and Pagano, M.: Pediatric AIDS in New York City: estimating the distributions of infection, latency and reporting delay and projecting future incidence. Journal of the American Statistical Association 87:633-640, 1992.

10. Tu, X.M., Litvak, E. and Pagano, M.: Issues in HIV screening programs. American Journal of Epidemiology 136:244-255, 1992.

11. Tu, X.M., Meng, X. and Pagano, M.: The AIDS epidemic: estimating survival after AIDS diagnosis from surveillance data. Journal of the American Statistical Association 88:26-36, 1993.

12. Tu, X.M., Meng, X. and Pagano, M.: Survival differences and trends in patients with the acquired immunodeficiency syndrome in the United States. Journal of Acquired Immune Deficiency Syndromes 6:1150-1156, 1993.

13. DeGruttola, V. and Tu, X.M.: Modeling progression of CD4-lymphocyte count and its relationship to survival time. Biometrics 50:1003-1014, 1994.

14. Zubenko, G., Mulsant, B.H., Rifai, A.H., Sweet, R.A., Pasternak, R.E., Marino, L.J., and Tu, X.M.: Impact of acute psychiatric inpatient treatment on major depression in late life and prediction of response. American Journal of Psychiatry 151:987-994, 1994.

15. Tu, X.M., Meng, X. and Pagano, M.: On the use of conditional maximization in chemometrics. Journal of Chemometrics 8:365-370, 1994.

16. Shear, M.K., Randall, J., Monk, T.H., Ritenour, A., Tu, X.M., Frank, E., Reynolds, C. and Kupfer, D.J.: Social rhythm in anxiety disorder patients. Anxiety 1:90-95, 1994.

17. Litvak, E., Tu, X.M., and Pagano, M.: Screening for the presence of a disease by pooling sera samples. Journal of the American Statistical Association 89:424-434, 1994.

18. Pagano, M., Tu, X.M., DeGruttola, V., and MaWhinney, S.: Analysis of censored and truncated data: estimating the reporting delay distribution and current AIDS incidence. Biometrics 50:1203-1214, 1994.

19. Tu, X.M.: Analysis of data with censored initiating and terminating times: a missing-data approach. The Journal of Computational and Graphical Statistics 3:97-112, 1994.

20. Tu, X.M., Litvak E. and Pagano M.: Screening Tests: Can We Get More by Doing Less. Statistics in Medicine 13: 1905-1919, 1994.

21. Tu, X.M.: Nonparametric estimation of survival distribution with censored initiating time, and censored and truncated terminating time: application to AIDS. Applied Statistics 44:3- 9, 1995.

22. Tu, X.M., Litvak, E., and Pagano, M.: On the informativeness and accuracy of pooled testing in estimating prevalence of a rare disease: application to HIV screening. Biometrika 82:287-297, 1995.

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23. Frank, E., Tu, X.M., Anderson, B., Reynolds, C.F., Mayo, A., Karp, J.F., Ritenour, A., and Kupfer, D.: Effects of positive and negative life events on latency time to depression onset: an analysis of additivity and timing. Psychological Medicine 26:613-626, 1996.

24. Mendoza-Blanco, J.R., Tu, X.M., and Iyengar, S.: Bayesian inference on prevalence using a missing-data approach with simulation-based techniques: application to HIV screening. Statistics in Medicine 15:2161-2176, 1996.

25. Frank, E., Hlastala, S., Ritenour, A., Houck, P., Tu, X.M., Monk, T.H., Mallinger, A.G., and Kupfer, D.J.: Inducing lifestyle regularity in recovering bipolar disorder patients: results from the maintenance therapies in bipolar disorder protocol. Biological Psychiatry 41:1165- 1173, 1997.

26. Kowalski, J., Tu, X.M., Day, R.S., and Mendoza-Blanco, J.R.: On the rate of convergence of the ECME for multiple regression models with t-distributed error. Biometrika 84:269- 281, 1997.

27. Tu, X.M., Kowalski, J., Mendoza-Blanco, J., Randall, J., Shear, M.K., Monk, T.H., Frank, E., and Kupfer, D.J.: Generalized covariance-adjusted discriminant analysis: perspective and application. Biometrics 53:900-909, 1997.

28. Perlis, M., Giles, D., Buysse, D.J., Thase, M.E., Tu, X.M., and Kupfer, D.J.: Which depressive symptoms are related to which sleep EEG variables? Journal of Affective Disorder 84:269-281, 1997.

29. Riso, L.P., Thase, M.E., Howland, R.H., Friedman, E.S., Simons, A.D., and Tu, X.M.: A prospective test of criteria for response, remission, relapse, recovery, and recurrence in depressed patients treated with cognitive behavior therapy. Journal of Affective Disorders 43:131-142, 1997.

30. Mendoza-Blanco, J., and Tu, X.M.: An algorithm for sampling the degress of freedom in bayesian analysis of regressions with t-distributed errors. Applied Statistics 46:383-413, 1997.

31. Sherrill, J.T., Anderson, B., Frank, E., Reynolds, C.F., Tu, X.M., Patterson, D., Ritenour, A., and Kupfer, D.J.: Is life stress more likely to provoke depressive episodes in women than in men? Anxiety and Depression 6:95-105, 1997.

32. Perlis, M.L., Buysse, D., Giles, D.E., Tu, X.M., and Kupfer, D.J.: Self-reported sleep disturbance as a prodromal symptom in recurrent depression. Journal of Affective Disorders 42:209-212, 1997.

33. Zubenko, G., Mulsant, B.H., Rifai, A.H., Sweet, R.A., Pasternak, R.E., and Tu, X.M.: Mortality of elderly patients with psychiatric disorders. American Journal of Psychiatry 154:1360-1368, 1997.

34. Buysse, D.J., Hall, M., Tu, X.M., Land, S., Houck, P.R., Cherry, C.R., Kupfer, D.J., and Frank, E: Latent structure of EEG Sleep variables in depressed and control subjects: Description and clinical correlates. Psychiatry Research 79:105-122, 1998.

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35. Buysse, D.J., Tu, X.M., Cherry, C.R., Begley, A., Kowalski, J., Kupfer, D.J. and Frank, E.: Pre-treatment REM sleep and subjective sleep quality distinguish depressed psychotherapy remitters and nonremitters. Biological Psychiatry 45:205-213, 1999.

36. Tu, X.M., Kowalski, J. and Jia, G.: Bayesian analysis of prevalence with covariates using simulation-based techniques: applications to HIV screening. Statistics in Medicine 18: 3059-3073, 1999.

37. Kowalski, J., Mendoza-Blanco, J.R., Tu, X.M. and Gleser, L.R.: On the difference in inference and prediction between the joint and independent t-error models for seemingly unrelated regressions. Communications in Statistics --- Theory and Methods 28: 2119-2140, 1999.

38. Peritt, D., Sesok-Pezzini, D., Schretzenmair, R., Macgregor, R.R., Valiante, N.M., Tu, X., Trinchieri, G. and Kamoun, M.: C1.7 expression on CD8+ T cell is activation dependent: increased proportion of C1.7+CD8+T cells in HIV-1 infected patients with progressing disease. Journal of Immunology 162: 7563-7568, 1999.

39. Tu, X.M., Jia, G., Kowalski, J. and Bacanu, S.: Bayesian analysis of survival data with censored initiating and terminating times: Applications to AIDS. Journal of Statistical Computation and Simulation 65:1-22, 2000.

40. Tu, X.M., Sherrill, J.T., Anderson, B., Ritenour, A., Frank, E. and Kupfer, D.J.: Successful treatment of major depression: the effects of positive and negative life events on time to remission. International Journal of Methods in Psychiatric Research 9:97-109, 2000.

41. Hlastala, S.A., Frank, E., Kowalski, J., Sherrill, J.T., Tu, X.M., Anderson, B. and Kupfer, D.J.: Successful life events, bipolar disorder, and the ‘Kindling Model’. Journal Abnormal Psychiatry 109:777-786, 2000.

42. Kowalski, J., Tu, X.M., Jia, G. and Pagano, M. A comparative meta-analysis on the variability in test performance among FDA licensed enzyme immunosorbent assays for HIV antibody testing. Journal of Clinical Epidemiology 54: 448-461, 2001.

43. Tu, X.M., Begley, A., Kowalski, J., Houck, P., Mazumdar, S., Miewald, J., Buysse, D.J. and Kupfer, D.J.: Data recycling: A response to the changing technology in sleep research from the statistical perspective. Journal of Applied Statistics 28:1029-1049, 2001.

44. Crits-Christoph, P., Connolly, M.B., Gallop, B., Barber, J., Tu, X.M., Gladis, L. and Siqueland, L.: Early improvement during manual-guided cognitive and dynamic psychotherapies predicts 16-week remission status. Journal of Psychotherapy Research and Practice 10: 145-154, 2002. 45. Kowalski, J. and Tu, X. M.: A GEE approach to modeling longitudinal data with incompatible data formats and measurement error: application to HIV immune markers. Journal of the Royal Statistical Society, Series C 51: 91-114, 2002.

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46. Tu, X.M., Kowalski, J., Jia, G., Perlis, M., Frank, E., Crits-Christoph, P. and Kupfer, D.J.: Generalized covariance-adjusted canonical correlation analysis with application to psychiatry. Statistics in Medicine 22: 595-610, 2003.

47. Kowalski, J. and Tu, X. M.: Trend analysis with response incompatible formats and measurement error. Journal of Applied Statistics 30: 751-770, 2003.

48. MacGregor, R.R., Ugen, K.E., Israel, Z., Eldridge, J., Ginsberg, R., Tu, X.M., Weiner, D.B. and Boyer, J.D.: Strong Th1 type CD4 cell responses induced in normal volunteers immunized with a DNA based vaccine containing HIV-1 Env and Rev. AIDS 16: 2137-43, 2002.

49. Fu, S.S., Ma, G.X., Tu, X.M., Siu, P.T., Metlay, J.P.: The influence of acculturation on cigarette smoking among Chinese Americans. Nicotine and Tobacco Research 5: 803-811, 2003.

50. Crits-Christoph, P., Connolly-Gibbons, M.B., Barber, J.P., Gallop, R., Beck, A.T., Mercer, D., Tu, X.M., Thase, M.E., Weiss, R.D., Frank, A.: Mediators of outcome of psychosocial treatments for cocaine dependence. Journal of Consulting and Clinical Psychology 71: 918- 925, 2003.

51. Hmbree, E.A., Foa, E.B., Dorfan, N.M., Street, G.P., Kowalski, J. and Tu, X.M.: Do patients drop out prematurely from exposure therapy for PTSD? Journal of Traumatic Stress 16: 555-562, 2003.

52. Gallop, R.J., Crits-Christoph, P., Tu, X.M. and Muenz, L.: Determination and interpretation of the optimal operating point for ROC curves derived through generalized linear models. Understanding Statistics 2: 219-242, 2003.

53. Crits-Christoph, P., Tu, X.M. and Gallop, R.: Therapists as fixed vs. random effects in ANOVA designs: Some statistical and conceptual issues. Comment on power and measures of effect size in ANOVA with fixed versus random nested factors by Siemer M. and Joorman J. Psychological Methods 8: 518-523, 2003.

54. Tu, X.M., Kowalski, J., Zhang, J., Lynch, K. and Crits-Christoph, P.: Power analyses for longitudinal trials and other clustered study design. Statistics in Medicine 23: 2799-2815, 2004.

55. Foa, E.B., Liebowitz, M.R., Kozak, M.J., Davies, S., Campeas, R., Franklin, M.E., Huppert, J.D., Kjernisted, K., Rowan, V., Schmidt, A.B., Simpson, B. and Tu, X.M.: Randomized, placebo-controlled trial of exposure and ritual prevention, clomipramine, and their combination in the treatment of obsessive-compulsive disorder. American Journal of Psychiatry 162: 151-161, 2005.

56. Talbot, J.A., Talbot, N.L. and Tu, X.M.: Shame-proneness as a diathesis for dissociation in women with histories of childhood sexual abuse. Journal of Traumatic Stress, 17: 445-448, 2004.

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57. Morrison-Beedy, D., Carey, M.P., Kowalski, J. and Tu, X.M.: Group-based HIV risk reduction intervention for adolescent girls: Evidence of feasibility and efficacy. Research in Nursing and Health 28: 3-15, 2005.

58. Poleshuck, E.L., Dworkin, R.H., Howard, F.M., David C. Foster, D.C., Shields, C.G., Giles, D. and Tu, X.M.: The contributions of physical and sexual abuse to women’s experiences with chronic pelvic pain. Journal of Reproductive Medicine 50: 91-100, 2005.

59. March, J., Foa, E.B, Gammon, P., Chrisman, A., Curry, J., Fitzgerald, D., Sullivan, K., Franklin, M., Huppert, J., Rynn, M., Zhao, N., Zoellner, L., Leonard, H., Garcia, A., Freeman, J. and Tu, X.M.: Cognitive-behavior therapy, sertraline, and their combination for children and adolescents with obsessive-compulsive disorder --- The pediatric OCD treatment study (POTS) randomized controlled trial. Journal of the American Medical Association 292: 1969-1976, 2004.

60. Gelfand, L.A., Strunk, R., Tu, X.M., Noble, R.E.S. and DeRubeis, R.: Bias resulting from using ‘assay sensitivity’ as an inclusion criterion for meta-analysis. Statistics in Medicine 25: 943-955, 2006.

61. Tu, X.M., Kowalski, J., Crits-Christoph, P., and Gallop, R.J.: Power analyses for correlations from clustered study designs. Statistics in Medicine, 40: 2587-2606, 2006.

62. Privitera, M.R., Weisman, R., Coffey, K., Tu, X.M., Groman, A.E., Coates, C., Cerulli, C., Lamberti, J.S., Daddis, S., Farley-Toombs, C. and Tabone, H.: Violence toward mental health staff and safety in the work environment. Occupational Medicine 55: 480-486, 2005.

63. Lamberti, J.S., Costea, G.O., Olson, D., Crilly, J.F., Maharaj, K., Tu, X.M., Groman, A., Dietz, M., Bushey, P., Olivares, T., Wiener, K.: Diabetes mellitus among outpatients receiving clozapine: Prevalence and clinical-demographic correlates. Journal of Clinical Psychiatry 66: 900-906, 2005.

64. McCall, W.V., Perlis, M.L., Tu, X.M., Groman, A.E., Krystal A. and Walsh, J.K.: A comparison of placebo and no-treatment during a hypnotic clinical trial. International Journal of Clinical Pharmacology and Therapeutics 43: 355-359, 2005.

65. Morrison-Beedy, D., Carey, M.P. and Tu, X.M.: Accuracy of audio computer-assisted self- interviewing (ACASI) and self-administered questionnaires for the assessment of sexual behavior. AIDS Behav 10: 541–552, 2006.

66. Marcus, S.M., Gorman, J.M., Tu, X.M., Gibbons, R.D., Barlow, D.H., Woods, S.W. and Shear, M.K.: Rater bias in a blinded randomized placebo-controlled psychiatric trial. Statistics in Medicine, 25: 2762-2770, 2006.

67. Talbot, N.L., Conwell, Y., O’Hara, M.W., Stuart, S., Ward, E.A., Gamble, S.A., Watts, A. and Tu, X.M.: Interpersonal psychotherapy for depressed women with sexual abuse histories: A pilot study in a community mental health center. Journal of Nervous and Mental Disease, 193: 847-850, 2005.

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68. Poleshuck, E.L., Giles, D.E. and Tu, X.M.: Pain and depressive symptoms among financially disadvantaged women’s health patients. Journal of Women’s Health, 15: 182- 193, 2006.

69. Zhang, J., Feng, C., Kowalski, J., Tang, W. and Tu, X.M.: Clustered Study Designs: Power Analysis. Encyclopedia of Biopharmaceutical Statistics, 1(1): 978-0-8247-4261-4. Retrieved April 06, 2007, from http://www.informaworld.com/10.1081/E-EBS-120041733.

70. Lyness, J.M., Niculescu, A., Tu, X.M., Reynolds III, C.F. and Caine, E.D.: The relationship of medical comorbidity to depression in older primary care patients. Psychosomatics, 47: 435-439, 2007.

71. Tu, X.M., Zhang, J., Kowalski, J., Shults, J., Feng, C., Sun, W. and Tan, W.: Power analyses for longitudinal study designs with missing data. Statistics in Medicine, 26: 2958- 2981, 2007.

72. Nihalani, N.D., Lamberti, J.S., Olson, D., Olivares, T., Costea, G.O., Tang, W. and Tu, X.M.: Diabetic Ketoacidosis among patients receiving clozapine: A case series and review of socio-demographic risk factors. Annals of Clinical Psychiatry, 19[2]: 105-112, 2007.

73. Perlis, M.L., Smith, L.J., Lyness, J.M., Matteson, S.R., Pigeon, W.R., Jungquist, C.R. and Tu, X.M.: Insomnia as a risk factor for onset of depression in the elderly. Behavioral Sleep Medicine, 4: 104-113, 2006.

74. Lamberti, J.S., Olson, D., Crilly, J.F., Olivares, T., Williams, G.C., Tu, X.M., Tang, W., Wiener, K., Dvorin, S., Dietz, M.B., Bushey, M.P. and Maharaj, K.: Prevalence of the metabolic syndrome among patients receiving Clozapine. The American Journal of Psychiatry, 163: 1273-1276, 2006.

75. Lyness, J.M., Kim, J., Tang, W., Tu, X.M., Conwell, Y. King, D.A. and Caine, E.D.: The clinical significance of subsyndromal depression in older primary care patients. American Journal of Geriatric Psychiatry, 15: 214-223, 2007.

76. Erlangsen, A., Zarit, S.H., Tu, X.M. and Conwell, Y.: Suicide among older psychiatric inpatients: an evidence-based study of a high risk group. American Journal of Geriatric Psychiatry, 14: 734-741, 2006.

77. Feng, C., Tu, X.M. and Hsieh, J.J.: A note on the positive stable shared frailty model. Far East Journal of Theoretical Statistics, 19: 13-23, 2006.

78. Melnyk, B.M., Feinstein, N.F., Alpert-Gillis, L., Fairbanks, F., Crean, H.F., Sinkin, R.A., Stone, P.W., Small, L., Tu, X.M. and Gross, S.J.: Reducing premature infants’ length of stay and improving parents’ mental health outcomes with the COPE NICU Program: A randomized clinical Trial, Pediatrics, 118: 1414-1427, 2006. DOI: 10.1542/peds.2005- 2580.

79. Useda, J.D., Duberstein, P.R., Beckman, A., Franus, N., Tu, X.M. and Conwell, Y.: Personality differences in attempted suicide versus suicide in adults 50 years of age or older. Journal of Consulting and Clinical Psychology, 75: 126-133, 2007.

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80. Wan, C., Tang, X., Tu, X.M., Feng, C., Messing, S., Meng, Q. and Zhang, X.: Psychometric properties of the simplified Chinese version of the QLQ-BR53 for measuring quality of life for patients with breast cancer. Breast Cancer Research and Treatment, 105: 187-193, 2007. DOI: 10.1007/S10549-006-9443-1.

81. Spurling, R.D., Lamberti, J.S., Olsen, D., Tu, X.M. and Tang, W.: Changes in metabolic parameters with switching to Aripiprazole from another second generation antipsychotic. Journal of Clinical Psychiatry, 68: 406-409, 2007.

82. Cui, X., Lyness, J.M., Tu, X.M., King, D.A., and Caine, E.D.: Does depression precede or follow executive dysfunction? Outcomes in older primary care patients. The American Journal of Psychiatry, 164: 1221-1228, 2007.

83. Tu, X.M, Feng, C., Kowalski, J., Tang, W., Wang, H., Wan, C. and Ma, Y.: Correlation analysis for longitudinal data: Applications to HIV and psychosocial research. Statistics in Medicine, 26: 4116-4138, 2007.

84. Wan, C., Zhang, D., Yang, Z., Tu, X.M., Tang, W., Feng, C., Wang, H., Tang, X.: Validation of the Simplified Chinese version of the FACT-B for measuring quality of life for patients with breast cancer. Breast Cancer Res Treat, 106: 413-418, 2007.

85. Wan, C., Zhang, C., Cai, L., Tu, X.M., Feng, C., Luo, J. and Zhang, X.: Psychometric properties of the Chinese version of the FACT-L for measuring quality of life in patients with lung cancer. Lung Cancer, 56: 415-421, 2007.

86. King, D.A., Lyness, J.M., Duberstein, P.R., He, H., Tu, X.M. and Seaburn, D.B.: Religious involvement and depression in primary care elders. Psychological Medicine, 37: 1807- 1815, 2007.

87. Gamble, S.A., Talbot, N.L., Conner, K.R., Tu, X.M., Franus, N., Beckman, A.M., Ma, Y. and Duberstein, P.R.: Concordance about childhood sexual abuse among depressed patients and their family and friends. Archives of Suicide Research, 11: 321-326, 2007.

88. Poleshuck, E.L., Bair, M.J., Watts, A., Tu, X.M. and Giles, D.E.: Pain and depression in women's health patients. Psychosomatics, 50: 270-276, 2009.

89. Wan, C., Zhang, C., Tu, X.M., Feng, C., Tang, W., Luo, J. and Meng, Q.: Validation of the simplified Chinese version of the quality of life instrument EORTC QLQ-LC43 for Patients with lung cancer. Cancer Investigation, 26(5): 504-510, 2008.

90. Wan, C., Lu, Y., Tang, W., Tu, X.M., Zhang, C., Li, G., Shen, L., Luo, J.: Development and validation of the system of quality of life instruments for lung cancer patients (QLICP-LU). Lung Cancer, 60: 105-112, 2008.

91. Cui, X., Lyness, J.M., Tang, W., Tu, X.M. and Conwell, Y.: Outcomes and predictors of late-life depression trajectories in older primary care patients. American Journal of Geriatric Psychiatry, 16: 406-415, 2008.

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92. Morrison-Beedy, D., Carey, M.P., Feng, C. and Tu, X.M.: Predicting sexual risk behaviors among adolescent and young women using a prospective diary method. Research in Nursing & Health, 31: 329-340, 2008.

93. Ma, Y., Tang, W., Feng, C. and Tu, X.M.: Inference for Kappas for longitudinal study data: Applications to sexual health research. Biometrics, 64: 781-789, 2008.

94. Tang, W., Yu, Q., Crits-Christoph, P. and Tu, X.M.: A new analytic framework for moderation analysis --- Moving beyond analytic interactions. Journal of Data Science, 7: 313-329, 2009.

95. Wan, C., Meng, Q., Yang, Z., Tu, X.M., Feng, C., Tang, X. and Zhang, C.: Validation of the simplified Chinese version of EORTC QLQ-C30 from the measurements of five types of inpatients with cancer. Annals of Oncology, 19(12): 2053-2060, 2008.

96. Caserta, M.T., O’Connor, T.G., Wyman, P.A., Wang, H., Moynihan, J., Cross, W., Tu, X.M. and Jin, X.: The associations between psychosocial stress and the frequency of illness, and innate and adaptive immune function in children. Brain, Behavior, and Immunity, 22: 933-940, 2008.

97. Yu, Q., Tang, W., Ma, Y., Gamble, S.A. and Tu, X.M.: Comparing multiple sensitivities and specificities with different diagnostic criteria: Applications to sexual abuse and sexual health research. Computational Statistics and Data Analysis, 53: 27-37, 2008.

98. Heisel, M.J., Duberstein, P.R., Talbot, N.L., King, D.A. and Tu, X.M.: Adapting interpersonal psychotherapy for older adults at risk for suicide: Preliminary findings. Professional Psychology: Research and Practice, 40 (2): 156-164, 2009.

99. Poleshuck, E.L., Talbot, N.L., Su, H., Tu, X.M., Chaudron, L., Gamble, S. and Giles, D.E.: Pain as a predictor of treatment outcomes in women with childhood sexual abuse. Comprehensive Psychiatry, 50, 215-220, 2009 (Pub Med ID 19374964).

100. Halbreich, U., Smail, N., Tu, X.M. and Halbreich, J.: Participation in clinical trials may improve care of acute schizophrenic inpatients in a general hospital. CNS Spectrums, 13(9): 757-761, 2008.

101. Lavigne, J.E., Griggs, J., Tu, X.M. and Lerner, D.: Hot flashes, fatigue, treatment exposures and work productivity in breast cancer survivors. Journal of Cancer Survivorship, 2: 296- 302, 2008.

102. Shults, J., Sun, W. and Tu, X.M., Kim, H., Amsterdam, J., Hilbe, J.M. and Ten-Have, T.: A comparison of several approaches for choosing between working correlation structures in generalized estimating equation analysis of longitudinal binary data. Statistics in Medicine, 28: 2338-2355, 2009.

103. Yu, Q., Tang, W., Marcus, S., Ma, Y., Zhang, H. and Tu, X.M.: Modeling sensitivity and specificity with a time-varying reference standard within a longitudinal setting. Applied Statistics, 37: 1213-1230, 2010.

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104. Lu, N., Tang, W., He, H., Yu, Q., Crits-Christoph, P., Zhang, H. and Tu, X.M.: On the impact of parametric assumptions and robust alternatives for longitudinal data analysis. Biometrical Journal, 51: 627-643, 2009.

105. Feng, C., Su, H., Wang, H., Tang, W., Wan, C., Yu, Q. and Tu, X.M.: Testing normality for longitudinal studies with missing data. Far East Journal of Theoretical Statistics, 25, 133- 155, 2009.

106. Silenzio, V, Duberstein, P, Tang, W, Lu, N, Tu, X.M. and Homan, C.: Connecting the invisible dots: reaching lesbian, gay, and bisexual adolescents and young adults through online social networks. Social Science and Medicine, 69(3): 469-474, 2009 [PubMed ID: 19540641].

107. Boyle, L.L., Lyness, J.M., Duberstein, P.R., Karuza, J., King, D.A., Messing, S. and Tu, X.M.: Trait neuroticism, depression, and cognitive function in older primary care patients. J Clin Psychiatry, 71(1): 74-79, 2010.

108. Ma, Y., Tang, W., Yu, Q. and Tu, X.M.: Modeling concordance correlation coefficient for longitudinal study data. Psychometrika, 75, 99-119, 2010 DOI: 10.1007/S11336-009-9142- Z.

109. Gamble, S.A., Conner, K.R., Talbot, N.L., Yu, Q., Tu, X.M. and Connors, G.J.: The effects of pre- and post-treatment depressive symptoms on alcohol consumption following treatment in Project MATCH, Journal of Studies of Alcohol and Drug, 71(1): 71-77, 2010.

110. Lyness, J.M., Yu, Q., Tang, W., Tu, X.M. and Conwell, Y.: Risks for depression onset in primary care seniors: Potential targets for preventive interventions. American Journal of Psychiatry, Am J Psychiatry, 166: 1375-1383, 2009.

111. Zhang, J., Wieczorek, W., Conwell, Y., Tu, X.M., Wu, B.Y.W., Xiao, S. and Jia, C.: Characteristics of young rural Chinese suicides: a psychological autopsy study. Psychological Medicine, 40: 581-590, 2009.

112. Grabovich, A., Lu, N., Tang, W., Tu, X.M. and Lyness, J.M.: Outcomes of subsyndromal depression in older primary care patients. American Journal of Geriatric Psychiatry, 18: 227-235, 2010. 113. Morrison-Beedy, D., Carey, M.P., Seibold-Simpson, S.M., Xia, Y., and Tu, X.M.: Preliminary efficacy of a comprehensive HIV prevention intervention for abstinent adolescent girls: Pilot study findings. Research in Nursing & Health, 32: 569–581, 2009.

114. Ma, Y., Gonzalez Della Valle, A., Zhang, H. and Tu, X.M.: A U-statistics based approach for modeling Cronbach Coefficient Alpha within a longitudinal data setting. Statistics in Medicine, 29(6): 659-670, 2011 DOI: 10.1002/sim.3853.

115. Knox, K.L., Lavigne, J.E., Pflanz, S., Talcott, G.W., Campise, R.L., Bajorska, A., Tu, X.M., and Caine, E.D.: The US Air Force Suicide Prevention Program: Implications for public health policy. American Journal of Public Health, 100(12): 2457-2463, 2010. doi: 10.2105/AJPH.2009.159871

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116. Chaudron, L.H., Szilagyi, P.G., Tang, W., Anson, E., Talbot, N.L., Wadkins, H.I.M., Tu, X.M. and Wisner, K.L.: Accuracy of three depression screening tools for identifying postpartum depression among urban mothers attending Well Childcare visits, Pediatrics, 125(3): e609-617, 2010. doi:10.1542/peds.2008-3261.

117. Wilde, M.H., Brasch, J., Getliffe, K., Brown, K.A., McMahon, J., Smith, J.A., Anson, E., Tang, W., and Tu, X.M.: Study on the use of long-term urinary catheters in community dwelling individuals. Journal of Wound, Ostomy and Continence Nursing, 37(3): 301–310, 2010.

118. Wilde, M.H., Getliffe, K., Brasch, J., McMahon, J., Anson, E., and Tu, X.M.: A new catheter-related quality of life instrument. Neurourology and Urodynamics, 29(7): 1282– 1285, September 2010. doi: 10.1002/nau.20865. 119. Wyman, P.A., Cross, W., Brown, H.C., Yu, Q. and Tu, X.M.: Intervention to strengthen emotional self-regulation in children with emerging mental health problems: Proximal impact on school behavior. Journal of Abnormal Child Psychology, 30: 707–720, 2010.

120. Poleshuck, E.L., Talbot, N.E., Zlotnick, C., Gamble, S.A., Liu, X., Tu, X.M., Giles, D.E.: An interpersonal psychotherapy approach for comorbid depression and chronic pain. The Journal of Nervous and Mental Disease, 198: 597–600, 2010. 121. Bossarte, R.M., He, H., Claassen, C.A., Knox, K. and Tu, X.M.: Development and validation of a six day standard for the identification of frequent mental distress. Social Psychiatry and Psychiatric Epidemiology, 46(5): 403-11, 2011.

122. Wyman, P.A., Brown, H.C., LoMurray, M., Schmeelk-Cone, K., Petrova, M., Yu, Q., Walsh, E., Tu, X.M. and Wang, W.: An outcome evaluation of the sources of strength suicide prevention program delivered by adolescent peer leaders in high schools. American Journal of Public Health, 100: 1653-1661, 2010.

123. Britton, P.C., Bossarte, R., Lu, N., He, H., Currier, G., Crilly, J., Richardson, T., Tu, X.M., Knox, K.: Prevalence, correlates, and symptom profiles of depression among men with a history of military service, conditionally. Social Psychiatry and Psychiatric Epidemiology, 46(7): 607-614, 2011. doi: 10.1007/s00127-010-0226-y.

124. Richardson, T., He, H., Podgorski, C., Tu, X.M., Conwell, Y.: Screening depression aging services clients. American Journal of Geriatric Psychiatry, 18: 1116–1123, 2010.

125. Feng, C., Wang, H., and Tu, X. M.: Power loss of stratified log-rank test in homogeneous samples. International Journal of Quality, Statistics, and Reliability, 2010, Article ID 942184, doi:10.1155/2010/942184.

126. Cerulli, C., Cerulli, J., Santos, E., Lu, N., He, H., Johnson, K.A., White, A.M. and Tu, X.M. Does the health-status of intimate partner violence victims warrant pharmacies as portals for public health awareness, advocacy and facilitation? Journal of the American Pharmacist Association, 50: 200-206, 2010.

Xin Ming Tu, Ph.D. 22

127. Feng, C., Wang, H., and Tu, X. M.: Confidence bounds for the relative risk of two independent binomial distributions. Journal of Applied Statistical Science, 17(4), 583-592, 2012.

128. Feng, C., Ma, Y. and Tu, X.M. A note on the concordance correlation coefficient, Advances and Applications in Statistics, 15(2): 195-205, 2010.

129. Heather, G. Yurka, H.G., Wissler, R.N., Zanghi, C.N., Liu, X., Tu, X.M., Eaton, M.P.: The effective concentration of epsilon-aminocaproic acid for inhibition of fibrinolysis in neonatal plasma in vitro. Anesthesia and Analgesia, 111: 180-184, 2010 doi: 10.1213/ANE.0b013e3181e19cec.

130. Conner, K.R., Gunzler, D., Tang, W., Tu, X.M., and Maisto, S.A.: Test of a clinical model of drinking and suicidal risk. Alcoholism: Clinical and Experimental Research, 35: 60-68, 2011. DOI: 10.1111/j.1530-0277.2010.01322.x.

131. Boyle, L.L., He, H., Xia, L., Tu, X.M., Boustani, M. and Conwell, Y.: How do the PHQ-2 and the PHQ-9 perform in aging services clients with cognitive impairment? International Journal of Geriatric Psychiatry, 26(9): 952-960, 2011.

132. Duberstein, P.R., Ma, Y., Chapman, B.P., Conwell, Y., McGriff, J., Coyne, J.C., Franus, N., Heisel, M.J., Kaukeinen, K.A., Sörensen, S., Tu, X.M., and Lyness, J.M.: Detection of depression in older adults by family and friends: Distinguishing mood disorder’s signal from the noise of personality and everyday life. International Psychogeriatrics, 23(4): 634-643, 2011.

133. Yu, Q., Tang, W., Kowalski, J. and Tu, X.M.: Multivariate U-Statistics: A tutorial with applications. Interdisciplinary Reviews – Computational Statistics, 3: 457-471, 2011. doi: 10.1002/wics.178.

134. Zhang, H., Lu, N., Feng, C., Thurston, S., Xia, Y. and Tu, X.M.: On fitting generalized linear mixed-effects models for binary responses using different statistical packages. Statistics in Medicine, 30: 2562-2572, 2011.

135. Talbot, N.L., Chaudron, L., Ward, E.A., Duberstein, P.R., Conwell, Y., O’Hara, M., Tu, X.M., Lu, N., He, H. and Stuart, S.: A randomized effectiveness trial of interpersonal psychotherapy for depressed women with sexual abuse histories. Psychiatric Services, 62: 374-380, 2011. 136. Wan, C., Tu, X.M., Messing, M., Li, X., Yang, Z., Zhao, X., Gao, L., Yang, Y., Pan, J. and Zhou, Z.: Development and validation of the general module of the system of quality of life instruments for chronic diseases and its comparison with SF-36. Journal of Pain and Symptom Management, 42: 93-104, 2011.

137. Zhang, H., Xia, Y., Chen, R., Lu, N., Tang, W. and Tu, X.M.: On modeling longitudinal binomial responses --- Implications from two dueling paradigms. Applied Statistics, 38: 2373-2390, 2011.

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138. Crits-Christoph, P., Johnson, J., Gallop, B., Gibbons, M.C., Ring-Kurtz, S. and Tu, X.M.: A generalizability theory analysis of group process ratings in the treatment of cocaine dependence. Psychotherapy Research, 21, 252-266, 2011. 139. Zhang, J., Li, N., Tu, X.M., Xiao, S. and Jia, J.: Risk factors for rural young suicide in China: A case-control study. Journal of Affective Disorders, 129: 244-251, 2011. doi: 10.1016/j.jad.2010.09.008.

140. Hoerger, M., Chapman, B., Ma, Y., Tu, X.M., Useda, J.D., Hirsch, J. and Duberstein, P.R.: Agreement between informant and self-reported personality in depressed older adults: What are the roles of medical illness and cognitive function? Psychology and Aging, 26(4): 1000- 1006, 2011.

141. Wan, C., Fang, J., Jiang, R., Shen, J., Jiang, D., Tu, X.M., Messing, S., Tang, W.: Development and validation of a quality of life instrument for patients with drug dependence: Comparisons with SF-36 and WHOQOL-100. International Journal of Nursing Studies, 48(9): 1080-1095, 2011.

142. Choudhary, E, Gunzler, D, Tu, X.M. and Bossarte, R.: Epidemiological characteristics of male sexual assault in a criminological database. Journal of Interpersonal Violence, 27(3): 523-46, 2012. doi: 10.1177/0886260511421674.

143. Wang, H., Feng, C., Tu, X. M., and Kowalski, J.: A comparison of two test statistics for Poisson overdispersion/underdispersion. Applied Mathematics, 3, 795-799, 2012.

144. Chen, S., Conwell, Y., Xu, B., Chiu, H., Tu X.M. and Ma, Y.: Depression care management for late-life depression in China primary care: protocol for a randomized controlled trial. Trials 12(1): 121. Epub 2011 May 13. DOI: 10.1186/1745-6215-12-121.

145. Wan, C., Jiang, R., Tu, X.M., Tang, W., Pan, J., Yang, R., Li, X., Yang, Z. and Zhang, X.: The hypertension scale of the system of Quality of Life Instruments for Chronic Diseases, QLICD-HY: A development and validation study. International Journal of Nursing, 49, 465-480, 2012.

146. Feng, C., Wang, H. and Tu, X.M.: The asymptotic distribution of a likelihood ratio test for the homogeneity of Poisson distribution. Sankhyá, 74(2), 263-268, 2012.

147. Feng, C., Wang, H., Lu, N. and Tu, X. M.: Log-transformation: Applications and interpretation in biomedical research. Statistics in Medicine, 32, 230-239, 2012.

148. Feng, C., Wang, H. and Tu, X. M.: The asymptotic distribution of a likelihood ratio test for the Poisson distribution. Sankhyá, 74(2), 263-268.

149. Feng, C. Wang, H. and Tu, X. M.: A unified definition of conditional expectation and its application in survival analysis. Advances and Applications in Statistics, 27, 81-95, 2012.

150. Feng, C., Wang, H. and Tu, X. M.: Using right statistical methods: Discussion of a paper in psychological research. Surveys in Mathematics and Mathematical Sciences, 1, 81-87, 2012.

Xin Ming Tu, Ph.D. 24

151. Xia, Y., Morrison-Beedy, D., Ma, J., Feng, C., Cross, W. and Tu, X.M. Modeling count outcomes from HIV risk reduction interventions: A comparison of competing statistical models for count responses. AIDS Research and Treatment, Article ID 593569, 11 pages, 2012. doi:10.1155/2012/593569.

152. Pisani, A.R., Schmeelk-Cone, K., Gunzler, D., Petrova, M., Goldston, D.B., Tu, X.M. and Wyman, P.A. Associations between suicidal high school students' help-seeking and their attitudes and perceptions of social environment. Journal of Youth and Adolescence, 41(10): 1312–1324, 2012. doi:10.1007/s10964-012-9766-7.

153. Lin, J.Y., Lu, Y. and Tu, X.M.: How to avoid missing data and the problems they pose: design considerations. Shanghai Archives of Psychiatry, 24(3), 181-184, 2012.

154. Feng, C., Wang, H., Tu, X. M., and Kowalski, J.: A note on generalized inverses of distribution function and quantile transformation. Applied Mathematics, 3, 2098-2100, 2012.

155. Li, H., Powers, B.A., Melnyk, B.M., McCann, R., Koulouglioti, C., Anson, E., Smith, J.A., Xia, Y., Glose, S. and Tu, X.M. Randomized controlled trial of CARE: An intervention to improve outcomes of hospitalized elders and family caregivers. Research in Nursing & Health, 35: 533-549, 2012.

156. Zhang, H., Yu, Q., Feng, C., Gunzler, D., Wu, P. and Tu, X.M. A New Look at the Difference between GEE and GLMM when modeling longitudinal count responses. Journal of Applied Statistics, 39(9): 2067-2079, 2012.

157. Morrison-Beedy, D., Jones, S., Xia, Y., Tu, X.M. Crean, H. and Carey, M. Reducing sexual risk behavior in adolescent girls: Results from a randomized controlled trial, Journal of Adolescent Health, Journal of Adolescent Health, 52: 314-321, 2013. doi: 10.1016/j.jadohealth.2012.07.005. (Also featured in Elsevier’s Monthly Research Selection, an e-newsletter for science journalists and reporters, September 6, 2012).

158. Pigeon, W.R., Moynihan, J., Matteson-Rusby, S., Jungquist, C., Xia, Y., Tu, X.M., Perlis, M.L. Comparative effectiveness of CBT interventions for comorbid chronic pain & insomnia: A pilot study. Behavior Research & Therapy, in press.

159. Yu, Q., Chen, R., Tang, W., He, H., Gallop, R., Crits-Christoph, P., Hu, J. and Tu, X.M. Distribution-free models for longitudinal count responses with over-dispersion and structural zeros. Statistics in Medicine, 32: 2390-2405, 2013.

160. Knox, K.L., Bajorska, A., Feng, C., Tang, W., Wu, P. and Tu, X.M. Survival analysis for observational and clustered data: An application for assessing individual and environmental risk factors for suicide. Shanghai Archives of Psychiatry, 25: 183-194, 2013.

161. Feng, C. Wang, H., Xia, Y., and Lu, N. and Tu, X. M. Some theoretical comparisons of negative binomial and zero-inflated Poisson distributions. Communications in Statistics, in press.

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162. Feng, C., Wang, H. and Tu, X.M.: Geometric mean of nonnegative random variable. Communications in Statistics – Theory and Methods, in press.

163. Lu, N., Han, Y., Chen, T., Gunzler, D.D., Xia, Y., Lin, J.Y. and Tu, X.M.: Power analysis for cross-sectional and longitudinal study designs. Shanghai Archives of Psychiatry, 25: 259-262, 2013.

164. White, A.M., Lu, N., Cerulli, C. and Tu, X.M.: Exploring benefits academic-community research training: Rochester's suicide prevention training institutes. Progress in Community Health Partnerships: Research, Education and Action, in press.

165. Conner, K.R., McCarthy, M.D., Bajorska, A., Caine, E.D., Tu, X.M. and Knox, K.L.: Mood-, anxiety-, and substance use disorders and suicide risk in a military population cohort. Suicide and Life-Threatening Behavior, in press.

166. Wu, P., Tu, X.M. and Kowalski, J.: On assessing model fit for distribution-free longitudinal models under missing data. Statistics in Medicine, in press.

167. Conner, K., Bossarte, R., Lu, N., Kaukeinen, K., Chan, G., Wyman, P., Tu, X.M., Goldston, D., Houston, R., Bucholz, K. and Hesselbrock, V.: Parent- and child psychopathology and suicide attempts among children of parents with alcohol use disorder. Archives of Suicide Research, in press.

168. Feng, C., Wang, H., Han, Y., Xia, Y., and Tu, X. M.: The Mean value theorem and Taylor's expansion in statistics. The American Statistician, in Press.

169. Wu, P., Han, Y., Chen, T., and Tu, X.M.: Causal inference for Mann-Whitney-Wilcoxon rank sum and other nonparametric statistics. Statistics in Medicine, in Press.

170. Gunzler, D., Tang, W., Lu, N., Wu, P. and Tu, X.M.: A class of distribution-free models for longitudinal mediation analysis. Psychometrika, in press.

Manuscripts submitted to Peer-reviewed Journals:

1. Zhang, H., He, H., Yu, Q., Chen, R., Lu, N. and Tu, X.M.: Generalized ANOVA for concurrently modeling mean and variance within a longitudinal data setting, submitted for publication. 2. Lu, N., Gunzler, D., Zhang, H., Ma, Y., He, H., and Tu, X.M.: On robust inference for intraclass correlation coefficients, submitted for publication.

3. Lu, N., White, A.M., Wu, P., He, H., Hu, J. and Tu, X.M.: On statistical inference for social network density, submitted for publication.

4. Chen, R., Wu, P., Feng, C., Xia, Y., Tu, X.M. and Kowalski, J.: Extending the Mann- Whitney-Wilcoxon Rank Sum Test to Longitudinal Regression Analysis, submitted for publication.

Xin Ming Tu, Ph.D. 26

5. Conner, K. R., Wyman, P., Goldston, D. B., Lamis, D.B., Lu, N., Kaukeinen, K., Tu, X. M., Bossarte, R.M., Chan, G., Tu, X.M., Houston, R. J., Bucholz, K. K., & Hesselbrock, V. M.: Connectedness to parents and siblings and suicidality in youth, submitted to Journal of Abnormal Child Psychology.

6. Conner, K. R., Wyman, P., Goldston, D. B., Lu, N., Kaukeinen, K., Tu, X. M., Bossarte, R.M., Houston, R. J., Lamis, D. A., Bucholz, K. K., Chan, G., & Hesselbrock, V. M.: Connectedness to parents and suicidality in youth, submitted to Journal of Clinical Child and Adolescent Psychology.

7. Xia, Y., Lu, N., Katz, I., Bossarte, R., Arora, J., He, H., Tu, J.X., Stephens, B., Watts, A. and Tu, X.M.: Models for Surveillance Data under Reporting Delay: Applications to the VA SPAN Surveillance System for Veteran First-time Suicide Attempters.

8. Zhang, H. and Tu, X.M.: Distribution-free Models for Treatment Effects for Latent Groups from Population Mixtures.

9. Wu, P., Gunzler, D., Lu, N., Chen, T., Wyman, P. and Tu, X.M.: Causal Inference for Community-based Multi-layered Intervention Study.

10. Chen, T., Lu, N., Arora, J., Katz, I., Bossarte, R., He, H., Xia, Y., Zhang, H. and Tu, X.M.: Power Analysis for Cluster Randomized Trials with Binary Outcomes Modeled by Generalized Linear Mixed-effects Models.

11. He, H., Wang, W., Crits-Christoph, P., Gallop, R., Tang, W., Chen, D.G. and Tu, X.M.: Structural vs. Sampling Zeros: Implications for Alcohol Research.

Editorials, Reviews, Book Chapters, Including Participation in Committee Reports (print or other media):

1. Tu, X.M., Burdick, D.S., and Mitchell, M.C.: Nonparametric rank estimation using bootstrap resampling and canonical correlation analysis. In Exploring the Limits of Bootstrap, pp. 405-418, edited by LePage, R. and Billard, L., Wiley, New York, 1992.

2. Pagano, M., Tu, X.M., DeGruttola, V., and MaWhinney, D.: The HIV epidemic in New York City: statistical methods for projecting AIDS incidence and prevalence. In AIDS Epidemiology: Methodological Issues, pp. 123-140, edited by Jewell, N.P., Dietz, K. and Farewell, V., Birkhauser-Boston, Boston, 1992.

3. DeGruttola, V., and Tu, X.M.: Modeling the relationship between progression of CD-4 lymphocyte count and survival time. In AIDS Epidemiology: Methodological Issues, pp. 275-296, edited by Jewell, N.P., Dietz, K. and Farewell, V., Birkhauser-Boston, Boston, 1992.

Xin Ming Tu, Ph.D. 27

4. Litvak, E., Tu, X.M., and Pagano, M.: Screening for the presence of HIV by pooling sera samples: simplified procedures. In Modeling the AIDS Epidemic, pp. 137-152, edited by Kaplan, E.H. and Brandeau, M., Raven Press, New York, 1994.

5. Feng, C., Tang, W. and Tu, X.M.: Panel data. In Encyclopedia of Epidemiology, pp. 779- 781, edited by Boslaugh, S., SAGE Publication, London, 2007.

6. Tang, W., Yu, Q. and Tu, X.M.: Robust statistics. In encyclopedia of epidemiology, pp. 920-923, edited by Boslaugh, S., SAGE Publication, London, 2007.

7. Xia, Y., Lu, N., Zhang, H., Gunzler, D., Zubenko, G.S. and Tu, X.M.: Statistical methods and issues in the study of suicide. In Frontiers in Suicide Prevention and Research, pp. 139- 158, edited by Lavigne, J. and Kemp, J., Nova Science, Hauppauge, 2012.

8. Feng, C., Han, Y., Wu, P. and Tu, X. M.: Survival analysis, in modern clinical trial analysis. In Modern Clinical Trial Analysis, pp. 1-23, edited by Tang, W. and Tu, X.M., Springer Science, New York, 2012. 9. Lu, N., White, A.M., Wu, P., He, H., Hu, J., Feng, C. and Tu, X.M. Social network endogeneity and its implications for statistical and causal inferences. In Social Networking: Recent Trends, Emerging Issues and Future Outlook, edited by Lu, N., White, A.M. and Tu, X.M., Nova Science, New York, 2013. 10. Xia, Y., Ma, F., and Tu, X.M.: Principal analysis and factor analysis.” In Advanced Medical Statistics, edited by Wan, C.H. and Luo, J.H., The Scientific Press, China, 2013.

Books:

1. Kowalski, J. and Tu, X.M.: Modern Applied U Statistics, Wiley, New York, 2007. (http://www.wiley.com/WileyCDA/WileyTitle/productCd-0471682276.html)

2. Tang, W., He, H. and Tu, X.M.: Applied Categorical and Count Data Analysis. Chapman & Hall/CRC, FL, 2012. (http://www.crcpress.com/product/isbn/9781439806241)

3. Tang, W. and Tu, X.M. (Editors): Modern Clinical Trial Analysis. Springer Science, New York, 2012. (http://www.springer.com/biomed/cancer/book/978-1-4614-4321-6)

4. Lu, N., White, A.M. and Tu, X.M. (Editors): Social Networking: Recent Trends, Emerging Issues and Future Outlook. Nova Science Publishers, New York, Spring 2013. (https://www.novapublishers.com/catalog/product_info.php?products_id=44206)

5. Wu, P. and Tu, X.M.: Missing Data and Causal Inference. In preparation.

Alternative Media: None

Patents: None