Alan E. Hubbard - Alan Hubbard - University of California, Berkeley
Alan E. Hubbard - Alan Hubbard - University of California, Berkeley
Alan E. Hubbard - Alan Hubbard - University of California, Berkeley
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Office Address<br />
School <strong>of</strong> Public Health<br />
Division <strong>of</strong> Biostatistics<br />
113B Haviland Hall<br />
Mailing Address<br />
101 Haviland Hall, MC 7358<br />
<strong>University</strong> <strong>of</strong> <strong>California</strong><br />
<strong>Berkeley</strong>, CA 94720<br />
Office Phone: (510)643-6160<br />
Fax: (510)643-5163<br />
email: hubbard@berkeley.edu<br />
webpage: hubbard.berkeley.edu<br />
Education<br />
Ph.D. in Biostatistics, 1998. U.C. <strong>Berkeley</strong>, CA.<br />
<strong>Alan</strong> E. <strong>Hubbard</strong><br />
M.S. Geology/Paleontology 1990. Virginia Polytechnic <strong>University</strong>, Blacksburg, VA.<br />
B.A. in Geology, 1985. U.C. Santa Barbara, CA.<br />
Teaching Experience<br />
Associate Pr<strong>of</strong>essor <strong>of</strong> Biostatistics, U.C. BERKELEY (7/06-present). Currently teaching courses in<br />
Longitudinal Data Analysis, Statistics <strong>of</strong> Epidemiology, Methods in Social Epidemiology, Causal<br />
Inference Workshop, Advise graduate students in Biostatistics, Epidemiology, Integrative Biology,<br />
ESPM , Social Welfare, Education, Statistics.<br />
Adjunct Assistant Pr<strong>of</strong>essor <strong>of</strong> Biostatistics, U.C. BERKELEY (7/98-present). Have taught 5 graduate<br />
courses in the School <strong>of</strong> Public Health including the statistical analysis <strong>of</strong> epidemiological data,<br />
computational biology (analysis <strong>of</strong> gene-expression data), longitudinal data analysis, survival analysis,<br />
locally efficient estimation and causal inference. Advise graduate students in Epidemiology, Health<br />
Economics, Biostatistics, Social Welfare, ESPM, Psychology.<br />
Lecturer in Biostatistics, U.C. BERKELEY (1/98-6/98). Co-taught and organized an introductory<br />
course in risk research for students in public health as well as a graduate level data analysis workshop<br />
on survival data.<br />
Instructor, U.C. BERKELEY, (1/97-12/97). Developed and taught course on repeated measures<br />
analysis for biostatistics and epidemiology graduate students and taught the risk analysis data<br />
workshop, which is a graduate level course on the analysis <strong>of</strong> epidemiological data.<br />
Short Courses/Workshops<br />
• International Center For Diarrheal Disease Research, Bangladesh, Semiparametric<br />
Estimation, Dhaka, Bangladesh, Feb. 2012.<br />
• Makerere <strong>University</strong>, Statistics for Epidemiology, Kampala, Uganda, June 2011.<br />
• BRFSS conference sponsored by Centers for Disease Control, Atlanta, Multilevel Survey<br />
Analysis , March, 2011.<br />
• Centers for Disease Control, Atlanta, Semi-parametric Models for Causal Inference,<br />
March, 2010.<br />
• International Center For Diarrheal Disease Research, Bangladesh, Statistics for<br />
Epidemiology, Dhaka, Bangladesh, Sept-Dec. 2009.
• Graduate Summer Session in Epidemiology, Introduction to Logistic and Poisson Models,<br />
Analysis <strong>of</strong> Epidemiologic Data: An Applied Approach, Causal Inference and Causal<br />
Regression Models in Epidemiology, 2005-2010.<br />
• Sichuan Centers for Disease Control and Prevention, Analysis <strong>of</strong> Infectious Disease<br />
Outbreaks, December 2005, Chengdu, China.<br />
• Universidad San Francisco de Quito, Introduction to Public Health Statistics, June 2005,<br />
Quito, Ecuador.<br />
• Mediterranean School <strong>of</strong> Epidemiology, Applied Linear Models, June 2003, Siracusa, Italy.<br />
• Palm Oil Research Institute, Introduction to Computational Biology, January 2002, Kuala<br />
Lumpur, Malaysia.<br />
Working Experience<br />
Researcher and Adjunct: BUCK INTSTITUTE OF AGING RESEARCH. (6/05-present), Novato, CA.<br />
Development <strong>of</strong> new statistical methodologies and data analysis in computational biology.<br />
Research Statistician, U.C. BERKELEY, ENVIRONMENTAL HEALTH SCIENCES, (7/99-present),<br />
<strong>Berkeley</strong>, CA. Development <strong>of</strong> new statistical methodologies and data analysis in fields <strong>of</strong> toxicology<br />
and environmental.<br />
Research Statistician, CALIFORNIA STATE OFFICE OF AIDS. (7/99-7/01), <strong>Berkeley</strong>, CA. Serve as<br />
consulting statistician and conducting independent research on the impact <strong>of</strong> new treatments on the<br />
survival after diagnosis <strong>of</strong> AIDS.<br />
Research Statistician, CALIFORNIA HEALTH DEPT., REPRODUCTIVE EPIDEMIOLOGICAL<br />
SECTION (1/94-1/99), Emeryville, CA. Data analysis, development <strong>of</strong> statistical methodologies and<br />
study design in projects involving spontaneous abortion, menstrual function and semen quality.<br />
Private Statistical Consultant (1994-present), includes:<br />
• Consultant for Entrix, in collaboration with US Forest Service examining the impacts on insect<br />
density <strong>of</strong> controlled recreational releases on the Feather River.<br />
• Contracted by <strong>California</strong> Dept. <strong>of</strong> Fish and Game to develop Salmon population model in San<br />
Joaquin River System. Testified before <strong>California</strong> State Water Board.<br />
• Evaluation <strong>of</strong> clinical trials for veterinarian drugs for Aspen Biosystems.<br />
• Evaluation <strong>of</strong> Affymetrix chip variability for Ambion.<br />
• Model to detect unique visitors on newspaper internet websites, Belden Associates.<br />
• Designed and taught computational biology short course to research institute in Malaysia for<br />
Amersham Biosciences.<br />
• Legal consulting for Analysis Group, Palo Alto.<br />
• Legal consulting for Levy, Angstreich, Finney<br />
• Examining success <strong>of</strong> program to reduce teenage pregnancy and STD’s for Center <strong>of</strong><br />
Reproductive Health Policy and Research, Institute for Heath Policy Studies, UCSF.<br />
• Designing instrument to predict mortality and tumor growth using remote sensing technology for<br />
Xenogen corporation, Alameda.<br />
• Monitoring the effectiveness <strong>of</strong> TB control program in <strong>California</strong> State Prisons for <strong>California</strong><br />
Department <strong>of</strong> Health Services.<br />
• Examining health utilization <strong>of</strong> recent immigrants for San Francisco City Health Department.<br />
• A longitudinal study <strong>of</strong> AIDS patients at the VA Hospital in San Francisco.<br />
• A study <strong>of</strong> absenteeism in postal workers in Sacramento for Ogden Environmental.<br />
• Statistical support for clinical trial testing a new treatment <strong>of</strong> infant botulism, <strong>California</strong><br />
Department <strong>of</strong> Health Services.<br />
• Examined the association <strong>of</strong> air quality and rates <strong>of</strong> respiratory disease in Richmond, CA for the<br />
plaintiffs (Larry Padway) in an environmental tort case.<br />
Geologist, ARCO OIL & GAS COMPANY (1990-1993), Houston, TX. Exploration geology.
Environmental Geologist, PETROLEUM INDUSTRY CONSULTANTS (11/86-11/88), Huntington<br />
Beach, CA. Hazardous waste management and remediation.<br />
Affiliations<br />
Member <strong>of</strong> the Center for Occupational and Environmental Health<br />
American Statistical Association<br />
Buck Institute <strong>of</strong> Aging Research<br />
Faculty mentor for Robert Woods Johnson Scholars, Health and Society Scholars Program<br />
Editorial Positions<br />
Associate editor for Statistical Applications in Genetics and Molecular Biology<br />
Associate editor for International Journal <strong>of</strong> Biostatistics<br />
Associate editor for PlosONE<br />
Publications/Submitted Manuscripts<br />
Crane, J., Ogborn, D., Cupido, C., Melov, S., <strong>Hubbard</strong>, A., Bourgeois, J., and Tarnopolsky, M. 2012.<br />
Massage Therapy Attenuates Inflammatory Signaling After Exercise-Induced Muscle Dam-<br />
age. Science Translational Medicine, 4(119).<br />
Marston, D., Mesick, C., <strong>Hubbard</strong>, A., Stanton, D., Fortmann-Roe, S., and Tsao, S. 2011. Delta flow<br />
factors influencing stray rate <strong>of</strong> escaping adult san joaquin river fall-run chinook salmon<br />
(oncorhynchus tshawytscha). In review at SFEWS.<br />
Padula, A., Mortimer, K., <strong>Hubbard</strong>, A.E., Lurmann, F. and Tager, I. 2012. Exposure to Traffic<br />
Related Air Pollution During Pregnancy and Term Low Birth Weight: Estimation <strong>of</strong> Causal<br />
Associations in a Semi-parametric model. In press at American Journal <strong>of</strong> Epidemiology.<br />
Fleischer, N., Diez Roux, A., and <strong>Hubbard</strong>, A. 2012. Inequalities in Body Mass Index and Smoking<br />
Behavior in 70 Countries: Evidence for a Social Transition in Chronic Disease Risk. American<br />
Journal <strong>of</strong> Epidemiology, 175(3):167–176.<br />
Levy, K., Nelson, K., <strong>Hubbard</strong>, A. and Eisenberg, J. 2011. Rethinking indicators <strong>of</strong> microbial drinking<br />
water quality for health studies in tropical developing countries: case study in northern coastal<br />
ecuador. Am J Trop Med Hyg, 86(3): 499–507.<br />
Smith, K. McCracken, J. Weber, M. <strong>Hubbard</strong>, A., Jenny, A., Thompson, L., Balmes, J., Diaz, A.,<br />
Arana, B., and Bruce, N. 2011. Effect <strong>of</strong> reduction in household air pollution on childhood<br />
pneumonia in guatemala (respire): a randomised controlled trial. Lancet 378(9804): 1717–<br />
1726.<br />
Margerison- Zilko, C., Catalano, R., <strong>Hubbard</strong>, A., Ahern, J. 2011. Maternal Exposure to Unexpected<br />
Economic Contraction and Birth Weight for Gestational Age. Epidemiology 22(6):855–858.<br />
Jamshidian, F., <strong>Hubbard</strong>, A. and Jewell, N. 2011. Accounting for perception, placebo and unmasking<br />
effects in estimating treatment effects in randomised clinical trials. Stat Methods Med Res<br />
[Epub ahead <strong>of</strong> print].<br />
<strong>Hubbard</strong>, A., Jewell, N. P., and van der Laan, M. J. 2011. Direct Effects and Effect Among the<br />
Treated. Targeted Learning. van der Laan and Rose (eds). Springer, 2011, ch. 8, pp. 133–43.
Lo, R., <strong>Hubbard</strong>, A., Shaw, L., Trojanowski, J., Petersen, R., Aisen, P., Weiner, M. and Jagust, W.<br />
2012. Longitudinal Change <strong>of</strong> Biomarkers in Cognitive Decline. Archives <strong>of</strong> Neurology<br />
68(10):1257–1266.<br />
C. M. McHale, L. Zhang, Q. Lan, R. Vermeulen, G. Li, A. E. <strong>Hubbard</strong>, K. E. Porter, R. Thomas, C. J.<br />
Portier, M. Shen, S. M. Rappaport, S. Yin, M. T. Smith, and N. Rothman. Global gene<br />
expression pr<strong>of</strong>iling <strong>of</strong> a population exposed to a range <strong>of</strong> benzene levels. Environ Health<br />
Perspect, 119(5):628–34, May 2011.<br />
Mackey, D. C., <strong>Hubbard</strong>, A. E., Cawthon, P. M., Cauley, J. A., Cummings, S. R., and Tager, I. B.<br />
2011. Usual Physical Activity and Hip Fracture in Older Men: An Application <strong>of</strong><br />
Semiparametric Methods to Observational Data. Am J Epidemiol, 173(5): 578–586.<br />
Sadetsky, N., Greene, K., Cooperberg, M., <strong>Hubbard</strong>, A., Carroll, P. and Satariano, W. 2011. Impact <strong>of</strong><br />
Androgen Deprivation on Physical Well-Being in Patients With Prostate Cancer Analysis From<br />
the CaPSURE (Cancer <strong>of</strong> the Prostate Strategic Urologic Research Endeavor) Registry. Cancer<br />
117(19):4406–4413.<br />
Balazs, C., Morello-Frosch, R., <strong>Hubbard</strong>, A. and Ray, I. 2011. Social Disparities in Nitrate-<br />
Contaminated Drinking Water in Califor- nia’s San Joaquin Valley. Environmental Health<br />
Perspectives 119(9):1272–1278.<br />
North, M., Tandon, V., Thomas, R., Loguinov, A., Gerlovina, I., <strong>Hubbard</strong>, A., Zhang, L., Smith, M.<br />
and Vulpe, C. 2011. Genome-Wide Functional Pr<strong>of</strong>iling Reveals Genes Required for<br />
Tolerance to Benzene Metabolites in Yeast. PLOS One, 6(8), 2011.<br />
Rogers, A., Chen, D., McColl, G., Czerwieniec, G., Felkey, K., Gibson, B., <strong>Hubbard</strong>, A., Melov, S.,<br />
Lithgow, G., and Kapahi, P. 2011. Life Span Extension via eIF4G Inhibition Is Mediated by<br />
Posttranscriptional Remodeling <strong>of</strong> Stress Response Gene Expression in C. elegans. Cell<br />
Metabolism 14(1):55–66.<br />
Greenhouse, B., Ho, B., <strong>Hubbard</strong>, A., Njama-Meya, D., Narum, D., Lanar, D., Dutta, S., Rosenthal, P.,<br />
Dorsey, G., and John, C. 2011. Antibodies to Plasmodium falciparum Antigens Predict a<br />
Higher Risk <strong>of</strong> Malaria But Protection From Symptoms Once Parasitemic. Journal <strong>of</strong><br />
Infectious Disease 204(1):19–26.<br />
Pressman, A., Avins, A., <strong>Hubbard</strong>, A. and Satariano, W. 2011. A comparison <strong>of</strong> two worlds: How<br />
does Bayes hold up to the status quo for the analysis <strong>of</strong> clinical trials? Contemporary Clinical<br />
Trials 32(4):561– 568.<br />
Arnold, B., Hogan, D., Colford, J. and <strong>Hubbard</strong>, A. 2011. Simulation methods to estimate design<br />
power: an overview for applied research. BMC Medical Research Methodology 11, Article 11.<br />
Powolny, A., Singh, S., Melov, S., <strong>Hubbard</strong>, A. and Fisher, A. 2011. The garlic constituent diallyl<br />
trisulfide increases the lifespan <strong>of</strong> C. elegans via skn-1 activation. Experimental Gerontology<br />
46(6):441–452.<br />
McCulloch, M., Br<strong>of</strong>fman, M., van der Laan, M., <strong>Hubbard</strong>, A., Kushi, L., Abrams, D., Gao, J. and<br />
Colford, J. 2011. Colon Cancer Survival With Herbal Medicine and Vitamins Combined With<br />
Standard Therapy in a Whole-Systems Approach: Ten-Year Follow-up Data Analyzed With<br />
Marginal Structural Models and Propensity Score Methods. Integrative Cancer Therapies<br />
10(3):240–259.
McCulloch, M., Br<strong>of</strong>fman, M., van der Laan, M., <strong>Hubbard</strong>, A., Kushi, L., Kramer, A., Gao, J. and<br />
Colford, J. 2011. Lung Cancer Survival With Herbal Medicine and Vitamins in a Whole-<br />
Systems Approach: Ten-Year Follow-up Data Analyzed With Marginal Structural Models and<br />
Propensity Score Methods. Integrative Cancer Therapies 10(3):260–279.<br />
Flynn, J. M., Choi, S. W., Day, N. U., Gerencser, A. A., <strong>Hubbard</strong>, A., and Melov, S. 2011. Impaired<br />
spare respiratory capacity in cortical synaptosomes from sod2 null mice. Free Radic Biol Med,<br />
50(7): 866–73.<br />
Zhang, L., Lan, Q., Guo, W., <strong>Hubbard</strong>, A. E., Li, G., Rappaport, S. M., McHale, C. M., Shen, M., Ji,<br />
Z., Vermeulen, R., Yin, S., Rothman, N., and Smith, M. T. Chromosome-wide aneuploidy<br />
study (CWAS) in workers exposed to an established leukemogen, benzene. 2011.<br />
Carcinogenesis 32(4): 605–612.<br />
Quiros-Alcala, L., Bradman, A., Nishioka, M., Harnly, M. E., <strong>Hubbard</strong>, A., McKone, T. E., Ferber, J.,<br />
and Eskenazi, B. 2011. Pesticides in house dust from urban and farmworker households in<br />
california: an observational measurement study. Environmental Health, 10(19).<br />
McCoy, S. I., Jewell, N. P., <strong>Hubbard</strong>, A., Gerdts, C. E., Doherty, I. A., Padian, N. S., and Minnis, A.<br />
M. A. 2010. Trajectory analysis <strong>of</strong> alcohol and marijuana use among Latino adolescents in<br />
San Francisco, <strong>California</strong>. J Adolesc Health, 47(6): 564–74.<br />
Arnold, B. F., Khush, R. S., Ramaswamy, P., London, A. G., Rajkumar, P., Ramaprabha, P., Durairaj,<br />
N., <strong>Hubbard</strong>, A. E., Balakrishnan, K., and Colford, Jr, J. M. 2010. Causal inference methods to<br />
study nonrandomized, preexisting development interventions. Proc Natl Acad Sci USA,<br />
107(52): 22605–10.<br />
<strong>Hubbard</strong>, A.E., Ahern, J., Fleischer, N., van der Laan, M., Lippman, S., Bruckner, T. and Satariano, W.<br />
2010. To gee or not to gee: comparing population average and mixed models for estimating the<br />
associations between neighborhood risk factors and health (with commentary and reply).<br />
Epidemiology, 21(4):467–740.<br />
Goldstein, B., <strong>Hubbard</strong>, A.E., Cutler, A., and Barcellos, L. 2010. An application <strong>of</strong> random forests to a<br />
genome-wide association dataset: methodological considerations & new findings. BMC Genet<br />
11:49.<br />
Cheng, Y., <strong>Hubbard</strong>, A., Caughey, A., and Tager, I. 2010. The association between persistent fetal<br />
occiput posterior position and perinatal outcomes: an example <strong>of</strong> propensity score and<br />
covariate distance matching. Am J Epidemiol, 171(6):656–63.<br />
Sudat, S., Carlton, E., Seto, E., Spear, R., and <strong>Hubbard</strong>, A.E. 2010. Using variable importance<br />
measures from causal inference to rank risk factors <strong>of</strong> schistosomiasis infection in a rural<br />
setting in china. Epidemiol Perspect Innov: 7:3.<br />
Satariano, W., and Ivey, S., Kurtovich, E., Kealey, M., <strong>Hubbard</strong>, A., Bayles, C., Bryant, L., Hunter,<br />
R., and Prohaska, T. 2010. Lower-body function, neighborhoods, and walking in an older<br />
population. Am J Prev Med, 38(4):419–28.<br />
MacNeil, L., Melov, S., <strong>Hubbard</strong>, A., Baker, S., and Tarnopolsky, M. 2010. Eccentric exercise<br />
activates novel transcriptional regulation <strong>of</strong> hypertrophic signaling pathways not affected by<br />
hormone changes. PLoS One, 5(5):e10695.<br />
Carlton, E., Hsiang, M., Zhang, Y., Johnson, S., <strong>Hubbard</strong>, A., and Spear, R. 2010. The impact <strong>of</strong><br />
schistosoma japonicum infection and treatment on ultrasound-detectable morbidity: a five-year<br />
cohort study in southwest china. PLoS Negl Trop Dis, 4(5):e685.
Steinmaus, C., Yuan, Y., Kalman, D., Rey, O., Skibola, C., Dauphine, D., Basu, A., Porter, K.,<br />
<strong>Hubbard</strong>, A., Bates, M., Smith, M., and Smith, A. 2010. Individual differences in arsenic<br />
metabolism and lung cancer in a case-control study in Cordoba, Argentina. Toxicol Appl<br />
Pharmacol 247(2):138–45.<br />
Kristin E Porter, Anamika Basu, <strong>Alan</strong> E <strong>Hubbard</strong> (advisor to student 1 st author), Michael N Bates,<br />
David Kalman, Omar Rey, Allan Smith, Martyn T Smith, Craig Steinmaus, Christine F<br />
Skibola. Association <strong>of</strong> genetic variation in cystathionine-beta-synthase and arsenic<br />
metabolism. 2010. Environ Res: 110(6):580–7. 2010.<br />
Zhang, L., et al., (with <strong>Hubbard</strong>, A.). 2010. Systems biology <strong>of</strong> human benzene exposure. Chem Biol<br />
Interact, 184:86–93.<br />
Weldon, R., Webster, M., Harley, K., Bradman, A., Fenster, L., Davis, M., <strong>Hubbard</strong>, A., Barr, D.,<br />
Holland, N., Eskenazi, B. 2010. Serum persistent organic pollutants and duration <strong>of</strong> lactation<br />
among mexican-american women. J Environ Public Health: 861757, 2010.<br />
McHale, C.M., Zhang, L., <strong>Hubbard</strong>, A.E. and Smith, M.T. 2010. Toxicogenomic pr<strong>of</strong>iling <strong>of</strong><br />
chemically exposed humans in risk assessment. In press at Mutat Res. 705(3):172-83.<br />
McColl, G., Rodgers, A., Alavez, S., <strong>Hubbard</strong>, A.E., Link, C.D., Kapahi, P. and Lithgow, G.J. 2010.<br />
Insulin-like Signaling Determines Survival During Stress via Post Transcriptional Mechanisms<br />
in C. elegans. Cell Metab, 12(3):260–72.<br />
Rocca C., Doherty, I., Padian, N., <strong>Hubbard</strong>, A.E. and Minnis, A. 2010. Pregnancy intentions and<br />
teenage pregnancy among Latinas: a mediation analysis. Perspect Sex Reprod Health:<br />
42(3):186–96.<br />
Krishnan, S., Rocca, C.H., <strong>Hubbard</strong>, A.E., Subbiah, K., Edmeades, J., Padian, N.S. 2010. Do changes<br />
in spousal employment status lead to domestic violence? Insights from a prospective study in<br />
Bangalore, India. Social Science and Medicine 70: 136-43.<br />
Zhang, Luoping, Tang, Xiaojiang, Rothman, Nathaniel, Vermeulen, Roel, Ji, Zhiying, Shen, Min, Qiu,<br />
Chuangyi, Guo, Weihong, Liu, Songwang, Reiss, Boris, Freeman, Laura Beane, Ge, Yichen,<br />
<strong>Hubbard</strong>, <strong>Alan</strong> E., Hua, Ming, Blair, Aaron, Galvan, Noe, Ruan, Xiaolin, Alter, Blanche P.,<br />
Xin, Kerry X., Li, Senhua, Moore, Lee E., Kim, Sungkyoon, Xie, Yuxuan, Hayes, Richard B.,<br />
Azuma, Mariko, Hauptmann, Michael, Xiong, Jun, Stewart, Patricia, Li, Laiyu, Rappaport,<br />
Stephen M., Huang, Hanlin, Fraumeni, Jr., Joseph F., Smith, Martyn T., Lan, Qing. 2010.<br />
Occupational Exposure to Formaldehyde, Hematotoxicity, and Leukemia-Specific<br />
Chromosome Changes in Cultured Myeloid ProgenitorCells. Cancer Epidemiology,<br />
Biomarkers and Prevention 19:80-88.<br />
Gupta, V., Dorsey, G, <strong>Hubbard</strong>, A. E., Rosenthal, P. J. and Greenhouse, B. 2010. Gel versus capillary<br />
electrophoresis genotyping for categorizing treatment outcomes in two anti-malarial trials in<br />
Uganda. Malaria Journal 9(19) http://www.malariajournal.com/content/9/1/19.<br />
Cheng, Y.W., <strong>Hubbard</strong>, A.E., Caughey, A.B. and Tager, I.B. 2010. Use <strong>of</strong> Propensity Scores to<br />
Estimate the Effect <strong>of</strong> Persistent Occiput Posterior on Perinatal. American Journal <strong>of</strong><br />
Epidemiology 171: 656-63.<br />
Fleischer, N.L., Fernald, N., and <strong>Hubbard</strong>, A.E. (Senior author). 2010. Estimating the potential impacts<br />
<strong>of</strong> intervention from observational data: methods for estimating causal attributable risk in a<br />
cross-sectional analysis <strong>of</strong> depressive symptoms in Latin America. Journal <strong>of</strong> Epi &<br />
Community Health. 64: 16-21.
Abadi, A., Glover, E.I., Isfort, R.J., Raha, S., Safdar, A., Yasuda, N., Kaczor, J.J., Melov, S., <strong>Hubbard</strong>,<br />
A., Qu, X.Y., Phillips, S.M., Tarnopolsky, M. 2009. Limb Immobilization Induces a<br />
Coordinate Down-Regulation <strong>of</strong> Mitochondrial and Other Metabolic Pathways in Men and<br />
Women. PLoS ONE 4: e6518.<br />
Spear, R.C. and <strong>Hubbard</strong>, A.E. 2009. Parameter Estimation and Site-specific Calibration <strong>of</strong> Disease<br />
Transmission Models. Infectious Disease Transmission Modeling and Management <strong>of</strong> Parasite<br />
Control, Michael, E. and Spear, R.C. (eds.), Springer Science+Business Media.<br />
Chettier, R., <strong>Hubbard</strong>, A. (co-first authors), Miller, J., Bell. R., Chen, D., Kapahi, P., Tarnopolsky, M.,<br />
Sahasrabuhde, S., Melov, S. and Hughes, R.E. 2009. A human protein interaction network<br />
providing evidence for general conservation <strong>of</strong> aging processes in human and invertebrate<br />
species. PLoS Genet. Mar;5(3):e1000414.<br />
Arnold, B., Arana, B., Mausezahl, D., <strong>Hubbard</strong>, A., Colford, J.M. 2009. Evaluation <strong>of</strong> a pre-existing,<br />
3-year household water treatment and handwashing intervention in rural Guatemala.<br />
International Journal <strong>of</strong> Epidemiology 38: 1651-61.<br />
Ahern, J., <strong>Hubbard</strong>, A.E. and Galea, S. 2009. Estimating the effects <strong>of</strong> potential public health<br />
interventions on population disease burden: a step-by-step illustration <strong>of</strong> causal inference<br />
methods. American Journal <strong>of</strong> Epidemiology 169:1140–7.<br />
Huen, K., Harley, K., Brooks, J., <strong>Hubbard</strong>, A., Bradman, A., Eskenazi, B. and Holland, N. 2009.<br />
Developmental Changes in PON1 Enzyme Activity in Young Children and Effects <strong>of</strong> PON1<br />
Polymorphisms. 2009. Environmental Health Perspectives 117: 1632-38.<br />
Samper, E., Morgado, L. Estrada, J.C., Bernad, A., <strong>Hubbard</strong>, A.E., Cadenas, S. and Melov, S. 2009.<br />
Increase in mitochondrial biogenesis, oxidative stress and glycolysis in murine lymphomas.<br />
Free Radical Biology & Medicine 46(3):387-96.<br />
Levy, K., <strong>Hubbard</strong>, A. and Eisenberg, J. 2009. Seasonality <strong>of</strong> Rotavirus Disease in the Tropics: A<br />
Systematic Review and Meta-analysis. International Journal <strong>of</strong> Epidemiology 38: 1487-96.<br />
Levy, K., <strong>Hubbard</strong>, A., Nelson, K. and Eisenberg, J. 2009. Drivers <strong>of</strong> Water Quality Variability in<br />
Northern Coastal Ecuador. Environmental Science & Technology 43(6):1788–97.<br />
Greenhouse, B., Slater, M., Njama-Meya, D., Nzarubara, B., Maiteki-Sebuguzi, C., Clark, T.D.,<br />
Staedke, S.G., Kamya, M.R., <strong>Hubbard</strong>, A.E., Rosenthal, P.J. and Dorsey, G. 2009. Decreasing<br />
Efficacy <strong>of</strong> Antimalarial Combination Therapy in Uganda Explained by Decreasing Host<br />
Immunity Rather than Increasing Drug Resistance. Journal <strong>of</strong> Infectious Disease 199(5):758-<br />
65.<br />
Guendelman S., Pearl M., Graham S., <strong>Hubbard</strong> A., Hosang N. and Kharrazi M. 2009. Maternity leave<br />
in the ninth month <strong>of</strong> pregnancy and birth outcomes among working women. Womens Health<br />
Issues 19:30-7.<br />
Golden, T., <strong>Hubbard</strong>, A. (co-first authors), Dando, C., Herren, M.A. and Melov, S. 2008. Age-related<br />
behaviors have distinct transcriptional pr<strong>of</strong>iles in C.elegans. Aging Cell 7: 850–865.<br />
Levy, K., Nelson, K., <strong>Hubbard</strong>, A. and Eisenberg, J. 2008. Following the Water: A Controlled Study<br />
<strong>of</strong> Drinking Water Storage in Northern Coastal Ecuador. Environmental Health Perspectives<br />
116: 1533-40.<br />
Machekano, R.N., Dorsey, G., <strong>Hubbard</strong>, A. 2008. Efficacy Studies <strong>of</strong> Malaria Treatments in Africa:<br />
Efficient Estimation with Missing Indicators <strong>of</strong> Failure. Statistical Methods in Medical<br />
Research 17: 191-206.
Ahern J., Galea S., <strong>Hubbard</strong> A., Syme S.L. 2008. Neighborhood smoking norms modify the relation<br />
between collective efficacy and smoking behavior. Drug and Alcohol Dependence 100: 138-<br />
45.<br />
Johnson, DR; Brodie, EL; <strong>Hubbard</strong>, AE; Andersen, GL; Zinder, SH; Alvarez-Cohen, L. 2008.<br />
Temporal transcriptomic microarray analysis <strong>of</strong> "Dehalococcoides ethenogenes" strain 195<br />
during the transition into stationary phase . Applied and Environmental Microbiology 74: 2864-<br />
2872.<br />
Skibola, C.F., Nieters, A., Bracci, P.M., Curry, J.D., Agana, L., Skibola, D.R., <strong>Hubbard</strong>, A., Becker,<br />
N., Smith, M.T, Holly, E.A. 2008. A functional TNFRSF5 gene variant is associated with risk<br />
<strong>of</strong> lymphoma. Blood 111: 4348-54.<br />
Ahern J., Galea S., <strong>Hubbard</strong>, A., Midanik, L., Syme, S.L. 2008. Culture <strong>of</strong> drinking" and individual<br />
problems with alcohol use. American Journal <strong>of</strong> Epidemiology 167: 1041-49.<br />
Escobar, P.A., Smith, M.T., Vasishta, A., <strong>Hubbard</strong>, A.E. and Zhang, L. 2007. Leukaemia-specific<br />
chromosome damage detected by comet with fluorescence in situ hybridization (comet-FISH).<br />
Mutagenesis 22:321-7.<br />
Zhang, L., Rothman, N., Li, G., Guo, W., Yang, W., <strong>Hubbard</strong>, A.E., Hayes, R.B., Yin, S., Lu, W. and<br />
Smith, M.T. 2007. Aberrations in chromosomes associated with lymphoma and therapy-related<br />
leukemia in benzene-exposed workers. Environ Mol Mutagen 48:467-74.<br />
McColl, G., Killilea, D.W., <strong>Hubbard</strong>, A.E., Vantipalli, M.C., Melov, S. and Lithgow. G.J. 2007.<br />
Pharmacogenetic analysis <strong>of</strong> lithium-induced delayed aging in Caenorhabditis elegans. Journal<br />
<strong>of</strong> Biological Chemistry 283: 350-7.<br />
Ahern J, Galea S, <strong>Hubbard</strong> A, Karpati A. 2008. Population vulnerabilities and capacities related to<br />
health: a test <strong>of</strong> a model. Social Science and Medicine 66: 691-703.<br />
Galea, S., Ahern, J., Tracy, M., <strong>Hubbard</strong>, A., Cerda, M., Goldmann, E. and Vlahov, D. 2008. The<br />
longitudinal determinants <strong>of</strong> post-traumatic stress in a population-based cohort study.<br />
Epidemiology 19:47-54.<br />
Trostle, J., <strong>Hubbard</strong>, A., Scott, J., Cevallos, W., Bates, S. and Eisenberg, J. 2008. Raising the level <strong>of</strong><br />
analysis <strong>of</strong> food-borne outbreaks - Food-sharing networks in rural coastal Ecuador.<br />
Epidemiology 19: 384-90.<br />
<strong>Hubbard</strong>, A.E. and van der Laan, M. 2007. Population Intervention Models. Biometrika 95:35-47<br />
Enanoria, W., <strong>Hubbard</strong>, A.E., van der Laan, M.J., Chen, M., Ruiz, J. and Colford, J.M. 2007. Early<br />
prediction <strong>of</strong> median survival among a large AIDS surveillance cohort. BMC Public Health<br />
7:127.<br />
Chen, J., van der Laan, M., Smith M.T. and <strong>Hubbard</strong>, A.E. (Senior Author). 2007. A Comparison <strong>of</strong><br />
Methods to Control Type I Errors in Microarray Studies. Statistical Applications in Genetics<br />
and Molecular Biology Vol. 6 : Iss. 1, Article 28. Available at:<br />
http://www.bepress.com/sagmb/vol6/iss1/art28<br />
van der Laan, M., Polley, E.C., and <strong>Hubbard</strong>, A.E. 2007. Super Learning. Statistical Applications in<br />
Genetics and Molecular Biology: Vol. 6 : Iss. 1, Article 25. Available at:<br />
http://www.bepress.com/sagmb/vol6/iss1/art25
Yau, C., Fedele, V., Roydasgupta, R., Fridlyand, J., <strong>Hubbard</strong>, A.E., Gray, J.W., Chew, K., Dairkee,<br />
S.H., Moore, D.H., Tommasi, S., Paradiso, A., Albertson, D.G. and Benz. C.C. 2007. Aging<br />
Impacts Transcriptome but not Genome <strong>of</strong> Hormone-dependent Breast Cancers. Breast<br />
Cancer Research 9: R59.<br />
Lippman, S.A., Pulerwitz, J., Chinaglia, M., <strong>Hubbard</strong>, A., Reingold, A. and Diaz, J. 2007. Mobility<br />
and its liminal context: exploring sexual partnering among truck drivers crossing the Southern<br />
Brazilian border. Social Science and Medicine 65:2464-73<br />
Remais, J., <strong>Hubbard</strong>, A.E., Zisong, W., Spear, R.C. 2007. Weather-driven dynamics <strong>of</strong> an intermediate<br />
host: mechanistic and statistical population modelling <strong>of</strong> Oncomelania hupensis. Journal <strong>of</strong><br />
Applied Ecology 44: 781–91.<br />
Edwards, R., <strong>Hubbard</strong>, A., Khalakdina, A., Pennise, D. and Smith, K.R. 2007. Design considerations<br />
for field studies <strong>of</strong> changes in indoor air pollution due to improved stoves. Energy for<br />
Sustainable Development 11: 71-81.<br />
Birkner, M.D., Kalantri, S.P., Solao, V., Badam, P., Joshi. R., Goel, A., Pai, M. and <strong>Hubbard</strong>, A.E.<br />
(Senior Author). 2007. Creating diagnostic scores using data-adaptive regression: An<br />
application to prediction <strong>of</strong> 30-day mortality among stroke victims in a rural hospital in India.<br />
Therapeutics and Clinical Risk Management 3: 475-84.<br />
Melov, S., Tarnopolsky, M.A., Beckman, K., Felkey, K., <strong>Hubbard</strong>, A. 2007. Resistance Exercise<br />
Reverses Aging in Human Skeletal Muscle. PLoS ONE 2(5).<br />
Melov, S., Adlard, P.A., Morten, K., Johnson, F., Golden, T.R., Hinerfeld, D., Schilling, B., Mavros,<br />
C., Masters, C.L., Volitakis, I., Li, Q., Laughton, K., <strong>Hubbard</strong>, A.E., Cherny, R.A., Gibson, B.,<br />
Bush, A.E. 2007. Mitochondrial Oxidative Stress Causes Hyperphosphorylation <strong>of</strong> Tau. PLoS<br />
ONE 2(6).<br />
Bates, S.J., Trostle, J., Cevallos, W.T., <strong>Hubbard</strong>, A.E. and Eisenberg, J.N.S. 2007. Relating diarrheal<br />
disease to social networks and the geographic configuration <strong>of</strong> communities in rural Ecuador.<br />
Accepted in American Journal <strong>of</strong> Epidemiology 166: 1088-95.<br />
Greenhouse, B., Dokomajilar, C., <strong>Hubbard</strong>, A.E., Rosenthal, P.J. and Dorsey, G. 2007. Impact <strong>of</strong><br />
Transmission Intensity on the Accuracy <strong>of</strong> Genotyping to Distinguish Recrudescence from<br />
New Infection in Antimalarial Clinical Trials. Antimicrobial Agents and Chemotherapy 51:<br />
3096-103.<br />
Fleischer, N.L., Fernald, L. and <strong>Hubbard</strong>, A.E. 2007. Correlates <strong>of</strong> depressive symptoms in a large<br />
sample <strong>of</strong> low-income women in rural Mexico. Epidemiology 18: 678-85.<br />
Brown, J.M., Wald, A., <strong>Hubbard</strong>, A.E., Bakka, H., Rungruengthanakit, K., Moncada, J., Chipato, T.,<br />
Rugpao, S., Mmiro, F., Celentano, D.D., Salata, R.S., Morrison, C.S., Richardson, B. and<br />
Padian, N.S. 2007. Incident and Prevalent Herpes Simplex Virus Type 2 Infection Increases<br />
Risk <strong>of</strong> HIV Acquisition among Women In Uganda and Zimbabwe. AIDS 21:1515-23.<br />
Malamba, S.S., Mermin, J., Reingold, A., Lule, J.R., Downing, R., Ransom, R., Kigozi, A., Hunt,<br />
B.M., <strong>Hubbard</strong>, A., Rosenthal, P.J. and Dorsey, G. 2006. Effect <strong>of</strong> cotrimoxazole prophylaxis<br />
taken by human immunodeficiency virus (HIV)-infected persons on the selection <strong>of</strong><br />
sulfadoxine-pyrimethamine-resistant malaria parasites among HIV-uninfected household<br />
members. Am J Trop Med Hyg. 75:375-80.
Olaharski, A.J., Ji, Z., Woo, J.Y., Lim, S., <strong>Hubbard</strong>, A.E., Zhang, L. and Smith, M.T. 2006. The<br />
histone deacetylase inhibitor trichostatin a has genotoxic effects in human lymphoblasts in<br />
vitro. Toxicol Sci. 93: 341-7.<br />
Golden, T.R., <strong>Hubbard</strong>, A. and Melov, S. 2006. Microarray analysis <strong>of</strong> variation in individual aging C.<br />
elegans: approaches and challenges. Exp Gerontol. 41:1040-5.<br />
McHale, C.M., Zhang, L., <strong>Hubbard</strong>, A.E., Zhao, X., Baccarelli, A., Pesatori, A.C., Smith, M.T. and<br />
Landi, M.T. 2007. Microarray analysis <strong>of</strong> gene expression in peripheral blood mononuclear<br />
cells from dioxin-exposed human subjects. Toxicology 229:101-13.<br />
Fenster, L., Eskenazi, B., Anderson, M., Bradman, A., <strong>Hubbard</strong>, A.E. and Barr, D.B. 2007. In utero<br />
exposure to DDT and performance on the Brazelton neonatal behavioral assessment scale.<br />
Neurotoxicology 10.<br />
Holland, N., Harmatz, P., Golden, D., <strong>Hubbard</strong>, A.E., Wu, Y.Y., Bae, J., Chen, C., Huen, K. and<br />
Heyman, M.B. 2007. Cytogenetic damage in blood lymphocytes and exfoliated epithelial cells<br />
<strong>of</strong> children with inflammatory bowel disease. Pediatr Res. 2007 61:209-14.<br />
Golden, T.R., Beckman, K.B., Lee, A.H., Dudek, N., <strong>Hubbard</strong>, A.E., Samper, E. and Melov, S. 2007.<br />
Dramatic age-related changes in nuclear and genome copy number in the nematode<br />
Caenorhabditis elegans. Aging Cell. 6:179-88.<br />
Liang S., Seto E.Y., Remais J.V., Zhong B., Yang C., <strong>Hubbard</strong> A.E., Davis G.M., Gu X., Qiu D. and<br />
Spear R.C. 2007. Environmental effects on parasitic disease transmission exemplified by<br />
schistosomiasis in western China. Proc. Natl. Acad. Sci. 104:7110-5.<br />
Wilson M.P., Hammond S.K., Nicas M., and <strong>Hubbard</strong> A.E. 2007. Worker exposure to volatile organic<br />
compounds in the vehicle repair industry. J Occup Environ Hyg. 4:301-10.<br />
Sandhu, S.K., Priest, J.W., Lammie, P.J., <strong>Hubbard</strong>, A.E., Colford, J.M., and Eisenberg, J.N.S. 2006.<br />
The natural history <strong>of</strong> antibody responses to Cryptosporidium parasites in men at high risk <strong>of</strong><br />
HIV infection. Journal <strong>of</strong> Infectious Diseases 194: 1428-1437<br />
Eisenberg, J.N.S., <strong>Hubbard</strong>, A.E., Wade, T.J., Sylvester, M.D., LeChevallier, M.W., Levy, D.A.,<br />
Colford, J.M. 2006. Inferences drawn from a risk assessment compared directly with a<br />
randomized trial <strong>of</strong> a home drinking water intervention. Environmental Health Perspectives<br />
114: 1199-204.<br />
van der Laan, M., <strong>Hubbard</strong>, A.E., Jewell, N.P. 2007. Estimation <strong>of</strong> Treatment Effects in Randomized<br />
Trials with Noncompliance and a Dichotomous Outcome. Journal <strong>of</strong> the Royal Statistical<br />
Society: Series B (Statistical Methodology) 69: 463–482.<br />
Eisenberg, J., Cevallos. W., Ponce, K., Levy, K., Bates, S.J., Scott, J., <strong>Hubbard</strong>. A., Vieira, N., Endara,<br />
P., Espinel, M., Trueba, G., Riley, L. and Trostle, J. 2007. Environmental change in the form <strong>of</strong><br />
new roads affects the transmission <strong>of</strong> diarrheal pathogens in rural Ecuador. PNAS 103: 19460-<br />
5.<br />
van der Laan, M. and <strong>Hubbard</strong>, A.E. 2006. Quantile-Function Based Null Distribution in Resampling<br />
Based Multiple Testing, Statistical Applications in Genetics and Molecular Biology: Vol. 5 :<br />
Iss. 1, Article 14.<br />
Rachowicz, L., <strong>Hubbard</strong>, A.E., Beissinger, S.R. 2006. Estimating and Comparing Offshore<br />
Distributions <strong>of</strong> Marbled Murrelets among Different Regions. Ecological Modelling 196: 329-<br />
344
Birkner, M.D., <strong>Hubbard</strong>, A.E., van der Laan. M.J., Skibola, C., Hegedus, C. and Smith, S. 2006. Issues<br />
<strong>of</strong> Processing and Multiple Testing <strong>of</strong> SELDI-TOF MS Proteomic Data. Statistical<br />
Applications in Genetics and Molecular Biology: Vol. 5, Issue 1, Article 11,<br />
http://www.bepress.com/sagmb/vol5/iss1/art11/.<br />
Kim, Y.S., Leventhal, B.L., Koh, Y., <strong>Hubbard</strong>, A., Boyce, W.T. 2006. School Bullying and Youth<br />
Violence: Causes or Consequences <strong>of</strong> Psychopathology? Archives <strong>of</strong> Gen Psychiatry: 63 (9):<br />
1035-1041.<br />
Birkner, M., <strong>Hubbard</strong>, A., van der Laan, M. 2005. Data Adaptive Pathway Testing. U.C. <strong>Berkeley</strong><br />
Division <strong>of</strong> Biostatistics Working Paper Series. Working Paper 197.<br />
http://www.bepress.com/ucbbiostat/paper197.<br />
Birkner, M.D., <strong>Hubbard</strong>, A.E., van der Laan. M.J. 2005. Application <strong>of</strong> a Multiple Testing Procedure<br />
Controlling the Proportion <strong>of</strong> False Positives to Protein and Bacterial Data Statistical<br />
Applications in Genetics and Molecular Biology: Vol. 4. Article 29.<br />
Liang S, Spear RC, Seto E, <strong>Hubbard</strong> A, Qiu DC . 2005. A multi-group model <strong>of</strong> Schistosoma<br />
japonicum transmission dynamics and control: model calibration and control prediction:<br />
Tropical Medicine and international health: 10: 263-278.<br />
Seto, E., Zhong, B., Kouch, J., <strong>Hubbard</strong>, A., Spear, R.C. 2005. Genetic and Household Risk Factors<br />
for Schistosoma japonicum Infection in the Presence <strong>of</strong> Larger Scale Environmental<br />
Differences in the Mountainous Transmission Areas <strong>of</strong> China. Am. J. Trop. Med. Hyg. 73:<br />
1145–1150.<br />
Vevera, J., <strong>Hubbard</strong>, A.E., Vesley, A., Papezova, H. 2005. Violent Behaviour in Schizophrenia:<br />
Retrospective Study <strong>of</strong> Four Independent Samples from Prague, 1949 to 2000. The British<br />
Journal <strong>of</strong> Psychiatry 187: 426-430.<br />
Forrest, M.S. Lan, Q., <strong>Hubbard</strong>, A.E., Zhang, L., Vermeulen, V., Zhao, X., Li, G-L., Wu, Y-Y., Shen,<br />
M., Yin, S., Chanock, S.J., Rothman, N., Smith, M.T. 2005. Discovery <strong>of</strong> Novel Biomarkers<br />
by Microarray Analysis <strong>of</strong> Peripheral Blood Mononuclear Cell Gene Expression in Benzene-<br />
Exposed Workers. Environmental Health Perspectives, Toxicogenomics 113, 6:801-07.<br />
Skibola, D,R,, Smith, M.T., Bracci, P.M., <strong>Hubbard</strong>, A.E., Agana, L., Chi, S., Holly, E.A. 2005.<br />
Polymorphisms in Ghrelin and Neuropeptide Y Genes are Associated with Non-Hodgkin<br />
Lymphoma. Cancer Epidemiology, Biomarkers and Prevention 14(5):1251-6.<br />
McCulloch, M., Jezierski, T., Br<strong>of</strong>fman, M., <strong>Hubbard</strong>, A., Turner, K. and Janecki, T. 2005. Diagnostic<br />
Accuracy <strong>of</strong> Canine Scent Detection in Early- and Late-Stage Lung and Breast Cancers.<br />
Integrative Cancer Therapies 5, 1:30-39.<br />
van der Laan, M., Birkner, M., <strong>Hubbard</strong>, A. 2005. Empirical Bayes and Resampling Based Multiple<br />
Testing Procedure Controlling Tail Probability <strong>of</strong> the Proportion <strong>of</strong> False Positives. Statistical<br />
Applications in Genetics and Molecular Biology 4(1).<br />
http://www.bepress.com/sagmb/vol4/iss1/art29.<br />
Zhang, L., Yang, W., <strong>Hubbard</strong>, A.E., Smith, M.T. 2005. Nonrandom Aneuploidy <strong>of</strong> Chromosomes 1,<br />
5, 6, 7, 8, 9, 11, 12, and 21 Induced by the Benzene Metabolites Hydroquinone and<br />
Benzenetriol. Environ Mol Mutagen 45: 388-396.<br />
Zhang, L., Lan, Q., Guo, W., Li, G., Yang, W., <strong>Hubbard</strong>, A., Vermeulen, R., Rappaport, S., Yin, S.,<br />
Rothman, N., Smith, M. 2005. Use <strong>of</strong> OctoChrome Fluorescence in situ Hybridization to<br />
Detect Specific Aneuploidy among all 24 Chromosomes in Benzene-Exposed Workers.<br />
Chemical-Biological Interactions 153: 117-122.
Golden. T.R., <strong>Hubbard</strong>, A.E., Morten, K. Hinerfeld, D., Melov, W. 2005. Pharmacogenomic Pr<strong>of</strong>iling<br />
<strong>of</strong> an Oxidative Stress-Medicated Spongiform Encephalopathy. Free Radical Biology and<br />
Medicine 39:152-163.<br />
Eisenberg, J.N.S., Lei, X., <strong>Hubbard</strong>, A.E., Brookhart, M.A., Colford, J. 2005. The Role <strong>of</strong> Disease<br />
Transmission and Conferred Immunity in Outbreaks: Analysis <strong>of</strong> the 1993 Cryptosporidium<br />
Outbreak in Milwaukee, Wisconsin. American Journal <strong>of</strong> Epidemiology 161 (1): 62-72.<br />
Qiu, D.-C. <strong>Hubbard</strong>, A.E., Zhong, B., Zhang, Y., Spear, R.C. 2005. A Matched, Case–Control Study <strong>of</strong><br />
the Association Between schistosoma japonicum and Liver and Colon Cancers, in Rural China.<br />
Annals <strong>of</strong> Tropical Medicine & Parasitology 99: 47-52.<br />
Colford, J.M., Saha, S.R., Wade, T.J., Wright, C.C., Vu, M., Charles, S., Lee, S., <strong>Hubbard</strong>, A.E.,<br />
Jensen, P., Levy, D.A. and Eisenberg, J.N.S. 2005. A Randomized, Controlled Trial <strong>of</strong> an In-<br />
Home Drinking Water Intervention Among HIV+ Persons. Journal <strong>of</strong> Water and Health 3:<br />
173-184.<br />
Zhang, L., Yang, W., <strong>Hubbard</strong>, A.E., Smith, M.T. 2005. Non-Random Aneuploidy <strong>of</strong> Chromosomes 1,<br />
5, 6, 7, 8, 9, 11, 12 and 21 Induced by the Benzene Metabolites Hydroquinone and<br />
Benzenetriol. Environmental and Molecular Mutagenesis 45:388-390.<br />
Melov, S., <strong>Hubbard</strong>, A.E. 2004. Microarrays as a Tool to Investigate the Biology <strong>of</strong> Aging: A<br />
Retrospective and a Look to the Future. Science <strong>of</strong> aging knowledge environment (SAGE KE)<br />
– online Science: http://sageke.sciencemag.org/cgi/content/full/2004/42/re7.<br />
Brindis, C.D., Geierstanger, S.P., Wilcox, N., McCarter, V., <strong>Hubbard</strong>, A.E. 2004. Evaluation <strong>of</strong> a Peer<br />
Provider Reproductive Health Service Model for Adolescents. Perspectives on Sexual and<br />
Reproductive Health 37,2: 85-91.<br />
Nicas, M., <strong>Hubbard</strong>, A.E., Jones, R.M., Reingold, A.L. 2004. The Infectious Dose <strong>of</strong> Variola<br />
(Smallpox) Virus. Applied Biosafety 9: 118-127.<br />
Duramad, P., McMahon, C.W., <strong>Hubbard</strong>, A. Eskenazi, B., Holland, N. 2004. Flow Cytometric<br />
Detection <strong>of</strong> Intracellular Th1/Th2 Cytokines Using Whole Blood: Validation <strong>of</strong> Immunologic<br />
Biomarker for Use in Epidemiologic Studies. Cancer Epidemiology, Biomarkers & Prevention<br />
13: 1452-58.<br />
Spear, R., Zhong, B., Mao, Y., <strong>Hubbard</strong>, A., Remais, J., Dongchuan, Q. 2004. Spatial and Temporal<br />
variability in schistosome cercarial Density Detected by Mouse Bioassays in Village Irrigation<br />
Ditches in Sichuan, China. American Journal <strong>of</strong> Tropical Medicine and Hygiene 71 (5): 554-<br />
557.<br />
Dorsey, G., Gasasira, A..F., Machekano, R., Kamya, M.R., Staedke, S.G., Rosenthal, P.J., <strong>Hubbard</strong>, A.<br />
2004. The Impact <strong>of</strong> Age, Temperature and Parasite Density on Treatment Outcomes from<br />
Antimalarial Clinical Trials in Kampala, Uganda. American Journal <strong>of</strong> Tropical Medicine and<br />
Hygiene 71 (5): 531-536.<br />
Skibola, C.F., Forrest, M.S., Coppedé, F., Agana, L., <strong>Hubbard</strong>, A., Smith, M.T., Bracci, P.M. and<br />
Holly, E.A. 2004. Polymorphisms and Haplotypes in Folate Metabolizing Genes and Risk <strong>of</strong><br />
non-Hodgkins Lymphoma. Blood 104 (7): 2155-2162.<br />
Skibola, C.F., Holly E.A., Forrest, M.S., <strong>Hubbard</strong>, A., Bracci, P.M., Skibola. D.R., Hegedus, C.,<br />
Smith, M.T. 2004. Body Mass Index, Leptin and Leptin Receptor Polymorphisms and Non-<br />
Hodgkins Lymphoma. Cancer Epidemiology, Biomarkers and Prevention 13 (5): 779-786.
Pai, M., Flores, L., <strong>Hubbard</strong>, A., Riley, L., Colford, J. 2004. Nucleic Acid Amplification Tests in the<br />
Diagnosis <strong>of</strong> Tuberculous Pleuritis: A Systematic Review and Meta-analysis. BMC Infectious<br />
Diseases 4: Art. No. 6.<br />
Spear, R.C., Seto, E., Liang, S., Birkner, M., <strong>Hubbard</strong>, A.E., Qui, D., Yang, C. Zhong, B., Xu, F., Gu,<br />
X., Davis, G. 2004. Factors Influencing the Transmission <strong>of</strong> Schistosoma japonicum in the<br />
Mountains <strong>of</strong> Sichuan Province <strong>of</strong> China. American Journal <strong>of</strong> Tropical Medicine and<br />
Hygiene 70(1):48-56.<br />
Pai, M., Flores, L., Pai, N., <strong>Hubbard</strong>, A., Riley, L., Colford, J. 2003. Diagnostic Accuracy <strong>of</strong> Nucleic<br />
Acid Amplification Tests for Tuberculous Meningitis: A Systematic Review and Metaanalysis.<br />
Lancet Infect Dis. 3: 633-43.<br />
Eisenberg, J.N.S., Lewis, B.L., Porco, T.C., <strong>Hubbard</strong>, A.E., Colford, J.M. 2003. Bias Due to<br />
Secondary Transmission in Estimation <strong>of</strong> Attributable Risks from Intervention Trials.<br />
Epidemiology 14: 442-450.<br />
Nicas, M., <strong>Hubbard</strong>, A.E. 2003. A Risk Analysis Approach to Selecting Respiratory Protection against<br />
Airborn Pathogens Used for Bioterrorism. Am. Ind. Hyg. Assoc. J. 64(1): 95-101.<br />
Cattamanchi, A., Kyabayinze, D., <strong>Hubbard</strong>, A., Rosenthal, P.J., Dorsey, G. 2003. Distinguishing<br />
Recrudescence from Reinfection in a Longitudinal Antimalarial Drug Efficacy Study:<br />
Comparison <strong>of</strong> Results Based on Genotyping <strong>of</strong> MSP-1, MSP-2, and GLURP. American<br />
Journal <strong>of</strong> Tropical Medicine and Hygiene 68(2): 133-9.<br />
Holland, N.T., Duramad, P., Rothman, N., Figgs, L.W., Blair, A., <strong>Hubbard</strong>, A.E., Smith, M.T. 2002.<br />
Micronucleus Frequency and Proliferation in Human Lymphocytes after Exposure to Herbicide<br />
2,4-dichlorophenoxyacetic Acid in vitro and in vivo. Mutation Research 521: 165-178.<br />
<strong>Hubbard</strong>, A.E., Liang, S., Maszle, D., Qiu, D., Gu, X., Spear, R.C. 2002. Estimating the Distribution <strong>of</strong><br />
Worm Burden and Egg Excretion <strong>of</strong> Schistosoma japonica by Risk Group in Sichuan Province,<br />
China. Parasitology 125: 221-231.<br />
Goldberg, A.B., Cardenas, B.A., <strong>Hubbard</strong>, A.E., Darney, M.D. 2002. Post Abortion Depot<br />
Medroxyprogesterone Acetate Continuation Rates: A Randomized Trial <strong>of</strong> Cyclic Estradiol.<br />
Contraception 66(4): 215-20.<br />
Nicas, M., <strong>Hubbard</strong>, A.E. 2002. A Risk Analysis for Pathogens with Low Infection Doses:<br />
Application to Respirator Selection against Coccidioides immitis Spores. Risk Research<br />
22(6):1153-63.<br />
Spear, R.C, <strong>Hubbard</strong>, A.E., Liang, S., Seto, E. 2002. Disease Transmission Models for Public Health<br />
Decision Making: Toward an Approach for Designing Intervention Strategies for<br />
Schistosomiasis japonica. Env. Health Persp. 110(9): 907-915.<br />
van der Laan, M.J., <strong>Hubbard</strong>, A.E., Robins, J.M. 2002. Locally Efficient Estimation <strong>of</strong> a Multivariate<br />
Survival Function in Longitudinal Studies. J. Am. Stat. Assoc. 97 (458): 494-507<br />
Skibola, C.F., Smith, M.T., <strong>Hubbard</strong>, A.E., et al. 2002. Polymorphisms in the Thymidylate Synthase<br />
and Serine Hydrozymethyltransferase Genes and Risk <strong>of</strong> Adult Acute Lymphocytic Leukemia.<br />
Blood 99 (10): 3786-3791.<br />
Brookhart, M.A., <strong>Hubbard</strong>, A.E., van der Laan, Colford, J.M., Eisenberg, J.N.S. 2002. Statistical<br />
Estimation <strong>of</strong> Parameters in a Disease Transmission Model: Analysis <strong>of</strong> a Cryptosporidium<br />
Outbreak. Statistics in Medicine 21(23): 3627-3638.
Eisenberg, J.N.S., Wade, T.J., <strong>Hubbard</strong>, A.E., Abrams, D.I., Leiser, R.J., Charles, S., Vu, M., Saha, S.,<br />
Wright, C.C., Levy, D.A., Jensen, P., Colford, J. 2002. Associations between Water-treatment<br />
Methods and Diarrhoea in HIV-Positive Individuals. Epidemiol. Infect. 129 (2): 315-23.<br />
Eisenberg, J.N.S., Wade, T.J., Charles, S., Vu, M., <strong>Hubbard</strong>, A.E., Wright, C.C., Levy, D., Jensen, P.,<br />
Colford, J. 2002. Risk factors in HIV-Associated Diarrhoeal Disease: The Role <strong>of</strong> Drinking<br />
Water, Medication and Immune Status. Epidemiol. Infect. 128 (1): 73-81.<br />
Segal, M.R., Cummings, M.P., <strong>Hubbard</strong>, A.E. 2001. Relating Amino Acid Sequence to Phenotype:<br />
Analysis <strong>of</strong> Peptide Binding Data. Biometrics 57(2): 632-643.<br />
Smith, M.T., Zhang, L., Jeng, M., Wang, Y., Guo, W., Duramad, P., <strong>Hubbard</strong>, A.E , H<strong>of</strong>stadler, G.,<br />
Holland, N.T. 2000. Hydroquinone, a Benzene Metabolite, Increases the Level <strong>of</strong> Aneusomy<br />
<strong>of</strong> Chromosomes 7 and 8 in Human CD34-positive Blood Progenitor Cells. Carcinogenesis 21,<br />
8: 1485-1490.<br />
<strong>Hubbard</strong>, A.E., van der Laan, M.J., Enanoria, W., Colford, J. 2000. Nonparametric Survival<br />
Estimation when Death is Reported with Delay. Lifetime Data Analysis 6: 237-250.<br />
Fenster, L., Waller, K., Chen, J., <strong>Hubbard</strong>, A.E., Windham, G.C., Elkin, E., Swan, S. 1999.<br />
Psychological Stress in the Workplace and Menstrual Function. Am. J. Epidemiol. 149:127-<br />
134.<br />
<strong>Hubbard</strong>, A., van der Laan, M.J., Robins, J.M. 1999. Nonparametric Locally Efficient Estimation <strong>of</strong><br />
the Treatment Specific Survival Distributions with Right Censored Data and Covariates in<br />
Observational Studies. In: Statistical Models in Epidemiology: The Environment and Clinical<br />
Trials. Halloran, E. and Berry, D., eds. NY: Springer-Verlag, pp.135-178.<br />
Colford, J.M., Tager, I, Byers, L.F., Ricci, P., <strong>Hubbard</strong>, A., Horner, R. 1999. Methods for Assessing<br />
the Public Health Impact <strong>of</strong> Outflows from Combined Sewer Systems. Journal <strong>of</strong> the Air &<br />
Waste Management Association. 49(4):454-462.<br />
van der Laan, M.J., <strong>Hubbard</strong>, A.E. 1998. Locally Efficient Estimation <strong>of</strong> the Quality-Adjusted<br />
Lifetime Distribution with Right-Censored Data and Covariates. Biometrics 55: 530-536.<br />
van der Laan, M., <strong>Hubbard</strong>, A.E. 1998. Locally Efficient Estimation <strong>of</strong> the Survival Distribution with<br />
Right Censored Data and Covariates when Collection <strong>of</strong> Data is Delayed. Biometrika 85, 4:<br />
771-783.<br />
van der Laan, M., <strong>Hubbard</strong>, A.E., 1997. Estimation with Interval Censored Data and Covariates.<br />
Lifetime Data Analysis 3: 77-91.<br />
Fenster, L., <strong>Hubbard</strong>, A.E., Swan, S.H., Windham, G.C., Waller, K., Hiatt, R.A., Benowitz, N. 1997.<br />
Caffeinated Beverages, Decaffeinated C<strong>of</strong>fee and Spontaneous Abortion. Epidemiology 8: 515-<br />
523.<br />
Fenster, L., <strong>Hubbard</strong>, A.E., Windham, G., Waller, K., Swan, S. 1997. A Prospective Study <strong>of</strong> Work-<br />
Related Physical Exertion and Spontaneous Abortion. Epidemiology 8: 66-74.<br />
Fenster, L., Schaefer, C., Mathur, A., Hiatt, R., Pieper, C., <strong>Hubbard</strong>, A.E., Von Behren, J., Swan, S.<br />
1995. Psychological Stress in the Workplace and Spontaneous Abortion. American Journal <strong>of</strong><br />
Epidemiology 142: 1176-83.<br />
<strong>Hubbard</strong>, A.E., Gilinsky, N.L. 1992. Mass Extinction as Statistical Phenomena: An Examination <strong>of</strong><br />
the Evidence Using Chi-Square Tests and Bootstrapping. Paleobiology 18:148-160.
Selected Presentations<br />
<strong>Hubbard</strong>, A.E. 2012. Semiparametric Estimation <strong>of</strong> Population Interventions. Invited talk to the<br />
Siteman Cancer Center Washington <strong>University</strong> School <strong>of</strong> Medicine, St. Louis.<br />
<strong>Hubbard</strong>, A.E. 2011. Developing Diagnostic Algorithms from Medical Data Prediction and Variable<br />
Importance. Invited talk at Citris, <strong>Berkeley</strong>, CA.<br />
<strong>Hubbard</strong>, A.E. 2010. The Curse <strong>of</strong> Dimensionality: Honestly Facing the Unknown in High<br />
Dimensional Studies. Invited talk to the Center for Disease Control, Atlanta.<br />
<strong>Hubbard</strong>, A.E. 2010. Semi-parametric models for the attributable risk: Targeted MLE and loss-based<br />
estimation in public health. Invited talk in Neyman Seminar, UC <strong>Berkeley</strong> Statistics<br />
Department.<br />
<strong>Hubbard</strong>, A.E. 2009. Environmental Epidemiology: finding the key exposures in a haystack <strong>of</strong><br />
potentials. Invited talk in Environmental Health Division, Emory <strong>University</strong>.<br />
<strong>Hubbard</strong>, A.E. 2008. Dealing with the curse <strong>of</strong> dimensionality in observational epidemiological<br />
studies: causal inference methods and their limitations. Invited talk to the Robert Woods<br />
Johnson Scholars, Health and Society Scholars Program. Sept, 2008.<br />
<strong>Hubbard</strong>, A.E. 2008. Gene Expression Study Reveals Exercise Reverses Aging in Human Skeletal<br />
Muscle. Invited talk at Spring 08 Research Symposium, School <strong>of</strong> Public Health, <strong>University</strong> <strong>of</strong><br />
<strong>California</strong>. February 28, 2008.<br />
<strong>Hubbard</strong>, A.E. 2008. Causal Inference and The Curse <strong>of</strong> Dimensionality. Invited talk Society <strong>of</strong><br />
Epidemiological Research (SER) Annual Meeting, Chicago, June 2008.<br />
<strong>Hubbard</strong>, A.E. 2008. Population Intervention Models and the Curse <strong>of</strong> Dimensionality. Invited talk at<br />
Epidemiological Research Seminar Series, School <strong>of</strong> Public Health, <strong>University</strong> <strong>of</strong> Michigan,<br />
Ann Arbor, MI, March 5, 2008.<br />
<strong>Hubbard</strong>, A.E. 2006. Population Intervention Models. Invited talk at Friday Seminar Series, Division<br />
<strong>of</strong> Epidemiology and Biostatistics, School <strong>of</strong> Public Health, UIC, Chicago, December 8, 2006.<br />
<strong>Hubbard</strong>, A.E. 2006. A New Screening Algorithm for Multiple Risk Factor/Disease Association<br />
Studies: Combining Variable Importance, the Conditional Permutation Distribution and<br />
Multiple Testing Procedures. Invited talk at Biostatistics Seminar Series, Stanford <strong>University</strong><br />
Palo Alto, CA, April 27, 2006.<br />
<strong>Hubbard</strong>, A.E. 2006. A New Screening Algorithm for Multiple Risk Factor/Disease Association<br />
Studies: Combining Variable Importance, the Conditional Permutation Distribution and<br />
Multiple Testing Procedures. Invited talk at Biostatistics Seminar Series, <strong>University</strong> <strong>of</strong><br />
<strong>California</strong>, San Francisco. March, 2006.<br />
<strong>Hubbard</strong>, A.E. 2005. Population Intervention Models in Causal Inference. American Public Health<br />
Association 133rd Annual Meeting, Philadelphia, Dec. 2005.<br />
van der Laan, M., <strong>Hubbard</strong>, A. and Jewell, N. 2005. Estimation <strong>of</strong> Treatment Effects in Randomized<br />
Trials with Noncompliance and a Binary Outcome. Joint Statistical Meeting, Minneapolis,<br />
August, 2005.<br />
<strong>Hubbard</strong>, A.E., Eisenberg, J. and Trostle, J. 2005. Applying data reduction methods borrowed from
ioinformatics to social network data from coastal Ecuador. Sunbelt XXV: International<br />
Network for Social Network Analysis, Redondo Beach, CA, February 16-20, 2005.<br />
<strong>Hubbard</strong>, A.E. 2004. Design and Analytical Issues in Microarray Experiments. Invited talk in premeeting<br />
workshop I: Proteomics, Metabonomics and Genomics <strong>of</strong> Oxidative Stress. SFRBM'S<br />
11th Annual Meeting, November 17-21, 2004.<br />
<strong>Hubbard</strong>, A.E., Machekano, R. and Dorsey, G. 2004. Statistical methods to incorporate the inherent<br />
ambiguity <strong>of</strong> molecular genotyping techniques used to distinguish malarial re-infection from<br />
recrudescence. American Society <strong>of</strong> Tropical Medicine and Hygiene 53rd Annual Meeting<br />
November 7 - November 11, 2004.<br />
<strong>Hubbard</strong>, A.E. 2004. Design and Analytical Issues in Microarray Experiments. Invited talk at the Buck<br />
Institute <strong>of</strong> Aging Research, Sept. 2004.<br />
Pai, M., Flores, L.L., <strong>Hubbard</strong>, A., Riley, L.W.and Colford, J.M. 2003. Nucleic acid amplification tests<br />
in the diagnosis <strong>of</strong> tuberculous pleuritis: a meta-analysis. CDHS/CTCA Spring 2003<br />
Conference, April 24 & 25, 2003, Oakland, CA.<br />
Pearl, M., Kharrazi, M., DeLorenze, G., Domdom, D., Caves, J., Marzullo, M. and <strong>Hubbard</strong>, A.E.<br />
2003. Acertaining time to pregnancy among women obtaining clinical pregnancy confirmation.<br />
SER Meeting, Atlanta, GA.<br />
Heyman, M.B., Harmatz, P., Golden, D.W., Duramed, P., Bae, J., Cooper, J., Momi, R., Chen, C.,<br />
<strong>Hubbard</strong>, A.E. and Holland, N.T. 2003. A longitudinal prospective study <strong>of</strong> pediatric patients<br />
with Inflammatory Bowel Disease (IBD) using cytogenetic and immunological markers.<br />
Gastroenterology 124(4) A515, Suppl. S.<br />
M. Pai, Laura Flores, Nitika Pai, Michael McCulloch, A <strong>Hubbard</strong>, L. Riley & J. M. Colford. 2003.<br />
Quality <strong>of</strong> studies evaluating the accuracy <strong>of</strong> nucleic acid amplification tests (NAAT) for<br />
tuberculosis. National Conference on Laboratory Aspects <strong>of</strong> Tuberculosis.<br />
M. Pai, L. Flores, N. Pai, A. <strong>Hubbard</strong>, L. W. Riley, J. M. Colford, Jr. 2003. Comparison <strong>of</strong> Diagnostic<br />
Accuracy <strong>of</strong> Commercial and In-house Nucleic Acid Amplification Tests for Tuberculous<br />
Meningi tis: a Meta-analysis. American Society for Microbiology 103rd General Meeting,<br />
May 18 - 22, 2003, Washington, D.C.<br />
Holland, N.T., Harmatz, P., Wu, Y., Bae, J., Golden, D.W., Cooper, J., Madden, J., Chen, C., <strong>Hubbard</strong>,<br />
A.E. and Heyman, M.B. 2002. Chromosomal abnormalities in epithelial and blood cells <strong>of</strong><br />
children with two types <strong>of</strong> Inflammatory Bowel Disease (IBD) American Journal <strong>of</strong> Human<br />
Genetics 71(4) 721, Suppl. S.<br />
<strong>Hubbard</strong>, A. 2002. Some Statistical Methods for Microarray Analysis. Invited talk at Tsinghua<br />
<strong>University</strong>, Beijing.<br />
Henneman, T., van der Laan, M. and <strong>Hubbard</strong>, A. 2001. Estimating Causal Parameters in Marginal<br />
Structural Models with Unmeasured Confounders Using Instrumental Variables. ASA Joint<br />
Meeting, Atlanta.<br />
<strong>Hubbard</strong>, A.E., Liang, S., Maszle, D., Qiu, D., Gu, X., Spear, R.C. 2001. Estimating the distribution <strong>of</strong><br />
worm burden and egg excretion <strong>of</strong> Schistosomiasis japonica by risk group in the Sichuan<br />
Province, China. Presented at the International Schistosomiasis Conference in Shanghai, July<br />
2001.<br />
<strong>Hubbard</strong>, A.E. Statistical uncertainty in global burden <strong>of</strong> disease (GBD) estimates. WHO workshop<br />
to generate guidelines for estimating burden <strong>of</strong> disease associated with environmental risk<br />
factors. Buffalo, New York, August, 2000.
Holland, N.T., Schumacher, L., Gunn, L., <strong>Hubbard</strong>, A.E., Nguyen, L., Golden, D., Duramed, P. and<br />
Smith, M.T. 2000. Non-invasive analysis in children: Micronuclei in exfoliated buccal and<br />
urothelial cells. American J. <strong>of</strong> Human Genetics, 67(4): 146.<br />
<strong>Hubbard</strong>, A.E. and <strong>Hubbard</strong>, S.S 1999. Estimation <strong>of</strong> Petrophysical Relationships and Measurement<br />
Length Scales using Multi-Scaled Field Data. AGU National Meeting, San Francisco, CA.<br />
<strong>Hubbard</strong>, A.E. 1999. How to get the most out <strong>of</strong> observational data. Invited presentation at<br />
International Perinatal Meeting, San Francisco, CA.<br />
Jacobs, D.K. and <strong>Hubbard</strong>, A.E. 1998. Quantifying the influence <strong>of</strong> diversity on origination.<br />
Geological Society <strong>of</strong> America Abstracts 30(7).<br />
<strong>Hubbard</strong>, A.E. and Jacobs, D.K. 1998. A hierarchical analysis <strong>of</strong> the influence <strong>of</strong> diversity on<br />
origination in the fossil record. Geological Society <strong>of</strong> America Abstracts 30(5).<br />
Fenster, L., <strong>Hubbard</strong>, A.E., Swan, S.H., Windham, G.C., Waller, K., Hiatt, R.A., and Benowitz, N.<br />
1996. Caffeinated beverages, decaffeinated c<strong>of</strong>fee and spontaneous abortion. Society for<br />
Epidemiological Research (Boston).<br />
Jacobs, D.K. and <strong>Hubbard</strong>, A.E. 1991. What's different about Arthropods? Intrinsic and extrinsic<br />
constraint on body-plan evolution. Geological Society <strong>of</strong> America Abstracts (North Central<br />
Section) 23, page 19.<br />
Bambach, R.K. and <strong>Hubbard</strong>, A.E. 1990. The anatomy <strong>of</strong> episodes <strong>of</strong> faunal turnover in the marine<br />
biosphere. Geological Society <strong>of</strong> America Abstracts 22(2), page 3.<br />
Bambach, R.K., <strong>Hubbard</strong>, A.E. and Bennington, J.B. 1990, Ecosystem stability at different temporal<br />
scales. International Congress on Systematic and Evolutionary Biology IV. Abstracts page 7.<br />
Gilinsky, N.L. and <strong>Hubbard</strong>, A.E. 1990. Mass extinction's in relation to characteristic extinction<br />
intensities <strong>of</strong> families within orders. International Congress on Systematic and Evolutionary<br />
Biology IV. Abstracts page 111.