Alan E. Hubbard - Alan Hubbard - University of California, Berkeley

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Eisenberg, J.N.S., Wade, T.J., Hubbard, A.E., Abrams, D.I., Leiser, R.J., Charles, S., Vu, M., Saha, S., Wright, C.C., Levy, D.A., Jensen, P., Colford, J. 2002. Associations between Water-treatment Methods and Diarrhoea in HIV-Positive Individuals. Epidemiol. Infect. 129 (2): 315-23. Eisenberg, J.N.S., Wade, T.J., Charles, S., Vu, M., Hubbard, A.E., Wright, C.C., Levy, D., Jensen, P., Colford, J. 2002. Risk factors in HIV-Associated Diarrhoeal Disease: The Role of Drinking Water, Medication and Immune Status. Epidemiol. Infect. 128 (1): 73-81. Segal, M.R., Cummings, M.P., Hubbard, A.E. 2001. Relating Amino Acid Sequence to Phenotype: Analysis of Peptide Binding Data. Biometrics 57(2): 632-643. Smith, M.T., Zhang, L., Jeng, M., Wang, Y., Guo, W., Duramad, P., Hubbard, A.E , Hofstadler, G., Holland, N.T. 2000. Hydroquinone, a Benzene Metabolite, Increases the Level of Aneusomy of Chromosomes 7 and 8 in Human CD34-positive Blood Progenitor Cells. Carcinogenesis 21, 8: 1485-1490. Hubbard, A.E., van der Laan, M.J., Enanoria, W., Colford, J. 2000. Nonparametric Survival Estimation when Death is Reported with Delay. Lifetime Data Analysis 6: 237-250. Fenster, L., Waller, K., Chen, J., Hubbard, A.E., Windham, G.C., Elkin, E., Swan, S. 1999. Psychological Stress in the Workplace and Menstrual Function. Am. J. Epidemiol. 149:127- 134. Hubbard, A., van der Laan, M.J., Robins, J.M. 1999. Nonparametric Locally Efficient Estimation of the Treatment Specific Survival Distributions with Right Censored Data and Covariates in Observational Studies. In: Statistical Models in Epidemiology: The Environment and Clinical Trials. Halloran, E. and Berry, D., eds. NY: Springer-Verlag, pp.135-178. Colford, J.M., Tager, I, Byers, L.F., Ricci, P., Hubbard, A., Horner, R. 1999. Methods for Assessing the Public Health Impact of Outflows from Combined Sewer Systems. Journal of the Air & Waste Management Association. 49(4):454-462. van der Laan, M.J., Hubbard, A.E. 1998. Locally Efficient Estimation of the Quality-Adjusted Lifetime Distribution with Right-Censored Data and Covariates. Biometrics 55: 530-536. van der Laan, M., Hubbard, A.E. 1998. Locally Efficient Estimation of the Survival Distribution with Right Censored Data and Covariates when Collection of Data is Delayed. Biometrika 85, 4: 771-783. van der Laan, M., Hubbard, A.E., 1997. Estimation with Interval Censored Data and Covariates. Lifetime Data Analysis 3: 77-91. Fenster, L., Hubbard, A.E., Swan, S.H., Windham, G.C., Waller, K., Hiatt, R.A., Benowitz, N. 1997. Caffeinated Beverages, Decaffeinated Coffee and Spontaneous Abortion. Epidemiology 8: 515- 523. Fenster, L., Hubbard, A.E., Windham, G., Waller, K., Swan, S. 1997. A Prospective Study of Work- Related Physical Exertion and Spontaneous Abortion. Epidemiology 8: 66-74. Fenster, L., Schaefer, C., Mathur, A., Hiatt, R., Pieper, C., Hubbard, A.E., Von Behren, J., Swan, S. 1995. Psychological Stress in the Workplace and Spontaneous Abortion. American Journal of Epidemiology 142: 1176-83. Hubbard, A.E., Gilinsky, N.L. 1992. Mass Extinction as Statistical Phenomena: An Examination of the Evidence Using Chi-Square Tests and Bootstrapping. Paleobiology 18:148-160.
Selected Presentations Hubbard, A.E. 2012. Semiparametric Estimation of Population Interventions. Invited talk to the Siteman Cancer Center Washington University School of Medicine, St. Louis. Hubbard, A.E. 2011. Developing Diagnostic Algorithms from Medical Data Prediction and Variable Importance. Invited talk at Citris, Berkeley, CA. Hubbard, A.E. 2010. The Curse of Dimensionality: Honestly Facing the Unknown in High Dimensional Studies. Invited talk to the Center for Disease Control, Atlanta. Hubbard, A.E. 2010. Semi-parametric models for the attributable risk: Targeted MLE and loss-based estimation in public health. Invited talk in Neyman Seminar, UC Berkeley Statistics Department. Hubbard, A.E. 2009. Environmental Epidemiology: finding the key exposures in a haystack of potentials. Invited talk in Environmental Health Division, Emory University. Hubbard, A.E. 2008. Dealing with the curse of dimensionality in observational epidemiological studies: causal inference methods and their limitations. Invited talk to the Robert Woods Johnson Scholars, Health and Society Scholars Program. Sept, 2008. Hubbard, A.E. 2008. Gene Expression Study Reveals Exercise Reverses Aging in Human Skeletal Muscle. Invited talk at Spring 08 Research Symposium, School of Public Health, University of California. February 28, 2008. Hubbard, A.E. 2008. Causal Inference and The Curse of Dimensionality. Invited talk Society of Epidemiological Research (SER) Annual Meeting, Chicago, June 2008. Hubbard, A.E. 2008. Population Intervention Models and the Curse of Dimensionality. Invited talk at Epidemiological Research Seminar Series, School of Public Health, University of Michigan, Ann Arbor, MI, March 5, 2008. Hubbard, A.E. 2006. Population Intervention Models. Invited talk at Friday Seminar Series, Division of Epidemiology and Biostatistics, School of Public Health, UIC, Chicago, December 8, 2006. Hubbard, A.E. 2006. A New Screening Algorithm for Multiple Risk Factor/Disease Association Studies: Combining Variable Importance, the Conditional Permutation Distribution and Multiple Testing Procedures. Invited talk at Biostatistics Seminar Series, Stanford University Palo Alto, CA, April 27, 2006. Hubbard, A.E. 2006. A New Screening Algorithm for Multiple Risk Factor/Disease Association Studies: Combining Variable Importance, the Conditional Permutation Distribution and Multiple Testing Procedures. Invited talk at Biostatistics Seminar Series, University of California, San Francisco. March, 2006. Hubbard, A.E. 2005. Population Intervention Models in Causal Inference. American Public Health Association 133rd Annual Meeting, Philadelphia, Dec. 2005. van der Laan, M., Hubbard, A. and Jewell, N. 2005. Estimation of Treatment Effects in Randomized Trials with Noncompliance and a Binary Outcome. Joint Statistical Meeting, Minneapolis, August, 2005. Hubbard, A.E., Eisenberg, J. and Trostle, J. 2005. Applying data reduction methods borrowed from
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Alan E. Hubbard - Alan Hubbard - University of California, Berkeley

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