Alan E. Hubbard - Publications

Affiliations: 
University of California, Berkeley, Berkeley, CA 
Area:
Biostatistics Biology, Epidemiology, Statistics

78 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Pirracchio R, Yue JK, Manley GT, van der Laan MJ, Hubbard AE. Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries. Statistical Methods in Medical Research. 27: 286-297. PMID 27363429 DOI: 10.1177/0962280215627335  1
2017 Arnold BF, van der Laan MJ, Hubbard AE, Steel C, Kubofcik J, Hamlin KL, Moss DM, Nutman TB, Priest JW, Lammie PJ. Measuring changes in transmission of neglected tropical diseases, malaria, and enteric pathogens from quantitative antibody levels. Plos Neglected Tropical Diseases. 11: e0005616. PMID 28542223 DOI: 10.1371/journal.pntd.0005616  1
2016 Hubbard AE, Kherad-Pajouh S, van der Laan MJ. Statistical Inference for Data Adaptive Target Parameters. The International Journal of Biostatistics. 12: 3-19. PMID 27227715 DOI: 10.1515/ijb-2015-0013  1
2015 Hill DN, Moakler R, Hubbard AE, Tsemekhman V, Provost F, Tsemekhman K. Measuring causal impact of online actions via natural experiments: Application to display advertising Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2015: 1839-1847. DOI: 10.1145/2783258.2788622  1
2014 Thomas R, Hubbard AE, McHale CM, Zhang L, Rappaport SM, Lan Q, Rothman N, Vermeulen R, Guyton KZ, Jinot J, Sonawane BR, Smith MT. Characterization of changes in gene expression and biochemical pathways at low levels of benzene exposure. Plos One. 9: e91828. PMID 24786086 DOI: 10.1371/journal.pone.0091828  1
2014 Gruber JS, Arnold BF, Reygadas F, Hubbard AE, Colford JM. Estimation of treatment efficacy with complier average causal effects (CACE) in a randomized stepped wedge trial. American Journal of Epidemiology. 179: 1134-42. PMID 24705812 DOI: 10.1093/aje/kwu015  1
2014 Cheng YW, Snowden JM, Handler SJ, Tager IB, Hubbard AE, Caughey AB. Litigation in obstetrics: does defensive medicine contribute to increases in cesarean delivery? The Journal of Maternal-Fetal & Neonatal Medicine : the Official Journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians. 27: 1668-75. PMID 24460458 DOI: 10.3109/14767058.2013.879115  1
2014 Ritter SJ, Jewell NP, Hubbard AE. R package multiPIM: A causal inference approach to variable importance analysis Journal of Statistical Software. 57: 1-29.  1
2013 Chen D, Li PW, Goldstein BA, Cai W, Thomas EL, Chen F, Hubbard AE, Melov S, Kapahi P. Germline signaling mediates the synergistically prolonged longevity produced by double mutations in daf-2 and rsks-1 in C. elegans. Cell Reports. 5: 1600-10. PMID 24332851 DOI: 10.1016/j.celrep.2013.11.018  1
2013 Arnold BF, Null C, Luby SP, Unicomb L, Stewart CP, Dewey KG, Ahmed T, Ashraf S, Christensen G, Clasen T, Dentz HN, Fernald LC, Haque R, Hubbard AE, Kariger P, et al. Cluster-randomised controlled trials of individual and combined water, sanitation, hygiene and nutritional interventions in rural Bangladesh and Kenya: the WASH Benefits study design and rationale. Bmj Open. 3: e003476. PMID 23996605 DOI: 10.1136/bmjopen-2013-003476  1
2013 Thomas R, McHale CM, Lan Q, Hubbard AE, Zhang L, Vermeulen R, Li G, Rappaport SM, Yin S, Rothman N, Smith MT. Global gene expression response of a population exposed to benzene: a pilot study exploring the use of RNA-sequencing technology. Environmental and Molecular Mutagenesis. 54: 566-73. PMID 23907980 DOI: 10.1002/em.21801  1
2013 Arnold BF, Galiani S, Ram PK, Hubbard AE, Briceño B, Gertler PJ, Colford JM. Optimal recall period for caregiver-reported illness in risk factor and intervention studies: a multicountry study. American Journal of Epidemiology. 177: 361-70. PMID 23364878 DOI: 10.1093/aje/kws281  1
2012 Balazs CL, Morello-Frosch R, Hubbard AE, Ray I. Environmental justice implications of arsenic contamination in California's San Joaquin Valley: a cross-sectional, cluster-design examining exposure and compliance in community drinking water systems. Environmental Health : a Global Access Science Source. 11: 84. PMID 23151087 DOI: 10.1186/1476-069X-11-84  1
2012 Quirós-Alcalá L, Bradman A, Smith K, Weerasekera G, Odetokun M, Barr DB, Nishioka M, Castorina R, Hubbard AE, Nicas M, Hammond SK, McKone TE, Eskenazi B. Organophosphorous pesticide breakdown products in house dust and children's urine. Journal of Exposure Science & Environmental Epidemiology. 22: 559-68. PMID 22781438 DOI: 10.1038/jes.2012.46  1
2012 Godderis L, Thomas R, Hubbard AE, Tabish AM, Hoet P, Zhang L, Smith MT, Veulemans H, McHale CM. Effect of chemical mutagens and carcinogens on gene expression profiles in human TK6 cells. Plos One. 7: e39205. PMID 22723965 DOI: 10.1371/journal.pone.0039205  1
2012 Gong L, Maiteki-Sebuguzi C, Rosenthal PJ, Hubbard AE, Drakeley CJ, Dorsey G, Greenhouse B. Evidence for both innate and acquired mechanisms of protection from Plasmodium falciparum in children with sickle cell trait. Blood. 119: 3808-14. PMID 22327223 DOI: 10.1182/blood-2011-08-371062  1
2012 Fleischer NL, Diez Roux AV, Hubbard AE. Inequalities in body mass index and smoking behavior in 70 countries: evidence for a social transition in chronic disease risk. American Journal of Epidemiology. 175: 167-76. PMID 22223712 DOI: 10.1093/aje/kwr314  1
2012 Jewell NP, Hubbard AE, Jamshidian F. Dealing with unmasking effects: Longitudinal studies and the placebo effect Statistical Methods in Medical Research. 21: 668-669. DOI: 10.1177/0962280212452053  1
2011 North M, Tandon VJ, Thomas R, Loguinov A, Gerlovina I, Hubbard AE, Zhang L, Smith MT, Vulpe CD. Genome-wide functional profiling reveals genes required for tolerance to benzene metabolites in yeast. Plos One. 6: e24205. PMID 21912624 DOI: 10.1371/journal.pone.0024205  1
2011 Jamshidian F, Hubbard AE, Jewell NP. Accounting for perception, placebo and unmasking effects in estimating treatment effects in randomised clinical trials. Statistical Methods in Medical Research. 23: 293-307. PMID 21908418 DOI: 10.1177/0962280211413449  1
2011 Arnold BF, Hogan DR, Colford JM, Hubbard AE. Simulation methods to estimate design power: an overview for applied research. Bmc Medical Research Methodology. 11: 94. PMID 21689447 DOI: 10.1186/1471-2288-11-94  1
2011 Lo RY, Hubbard AE, Shaw LM, Trojanowski JQ, Petersen RC, Aisen PS, Weiner MW, Jagust WJ. Longitudinal change of biomarkers in cognitive decline. Archives of Neurology. 68: 1257-66. PMID 21670386 DOI: 10.1001/archneurol.2011.123  1
2011 Mackey DC, Hubbard AE, Cawthon PM, Cauley JA, Cummings SR, Tager IB. Usual physical activity and hip fracture in older men: an application of semiparametric methods to observational data. American Journal of Epidemiology. 173: 578-86. PMID 21303805 DOI: 10.1093/aje/kwq405  1
2011 McHale CM, Zhang L, Lan Q, Vermeulen R, Li G, Hubbard AE, Porter KE, Thomas R, Portier CJ, Shen M, Rappaport SM, Yin S, Smith MT, Rothman N. Global gene expression profiling of a population exposed to a range of benzene levels. Environmental Health Perspectives. 119: 628-34. PMID 21147609 DOI: 10.1289/ehp.1002546  1
2011 McHale CM, Zhang L, Hubbard AE, Smith MT. Toxicogenomic Studies in Human Populations Applications of Toxicogenomics in Safety Evaluation and Risk Assessment. 177-206. DOI: 10.1002/9781118001042.ch9  1
2010 Shilane D, Evans SN, Hubbard AE. Confidence intervals for negative binomial random variables of high dispersion. The International Journal of Biostatistics. 6: Article 10. PMID 21969971 DOI: 10.2202/1557-4679.1164  1
2010 Rocca CH, Hubbard AE, Johnson-Hanks J, Padian NS, Minnis AM. Predictive ability and stability of adolescents' pregnancy intentions in a predominantly Latino community. Studies in Family Planning. 41: 179-92. PMID 21469271 DOI: 10.1111/j.1728-4465.2010.00242.x  1
2010 Arnold BF, Khush RS, Ramaswamy P, London AG, Rajkumar P, Ramaprabha P, Durairaj N, Hubbard AE, Balakrishnan K, Colford JM. Causal inference methods to study nonrandomized, preexisting development interventions. Proceedings of the National Academy of Sciences of the United States of America. 107: 22605-10. PMID 21149699 DOI: 10.1073/pnas.1008944107  1
2010 Rocca CH, Doherty I, Padian NS, Hubbard AE, Minnis AM. Pregnancy intentions and teenage pregnancy among Latinas: a mediation analysis. Perspectives On Sexual and Reproductive Health. 42: 186-96. PMID 20887287 DOI: 10.1363/4218610  1
2010 McColl G, Rogers AN, Alavez S, Hubbard AE, Melov S, Link CD, Bush AI, Kapahi P, Lithgow GJ. Insulin-like signaling determines survival during stress via posttranscriptional mechanisms in C. elegans. Cell Metabolism. 12: 260-72. PMID 20816092 DOI: 10.1016/j.cmet.2010.08.004  1
2010 Porter KE, Basu A, Hubbard AE, Bates MN, Kalman D, Rey O, Smith A, Smith MT, Steinmaus C, Skibola CF. Association of genetic variation in cystathionine-beta-synthase and arsenic metabolism. Environmental Research. 110: 580-7. PMID 20670920 DOI: 10.1016/j.envres.2010.05.001  1
2010 Sudat SE, Carlton EJ, Seto EY, Spear RC, Hubbard AE. Using variable importance measures from causal inference to rank risk factors of schistosomiasis infection in a rural setting in China. Epidemiologic Perspectives & Innovations : Ep+I. 7: 3. PMID 20626918 DOI: 10.1186/1742-5573-7-3  1
2010 Goldstein BA, Hubbard AE, Cutler A, Barcellos LF. An application of Random Forests to a genome-wide association dataset: methodological considerations & new findings. Bmc Genetics. 11: 49. PMID 20546594 DOI: 10.1186/1471-2156-11-49  1
2010 MacNeil LG, Melov S, Hubbard AE, Baker SK, Tarnopolsky MA. Eccentric exercise activates novel transcriptional regulation of hypertrophic signaling pathways not affected by hormone changes. Plos One. 5: e10695. PMID 20502695 DOI: 10.1371/journal.pone.0010695  1
2010 McHale CM, Zhang L, Hubbard AE, Smith MT. Toxicogenomic profiling of chemically exposed humans in risk assessment. Mutation Research. 705: 172-83. PMID 20382258 DOI: 10.1016/j.mrrev.2010.04.001  1
2010 Lippman SA, Shade SB, Hubbard AE. Inverse probability weighting in sexually transmitted infection/human immunodeficiency virus prevention research: methods for evaluating social and community interventions. Sexually Transmitted Diseases. 37: 512-8. PMID 20375927 DOI: 10.1097/OLQ.0b013e3181d73feb  1
2010 Satariano WA, Ivey SL, Kurtovich E, Kealey M, Hubbard AE, Bayles CM, Bryant LL, Hunter RH, Prohaska TR. Lower-body function, neighborhoods, and walking in an older population. American Journal of Preventive Medicine. 38: 419-28. PMID 20307811 DOI: 10.1016/j.amepre.2009.12.031  1
2010 Hubbard AE, Ahern J, Fleischer NL, Van der Laan M, Lippman SA, Jewell N, Bruckner T, Satariano WA. To GEE or not to GEE: comparing population average and mixed models for estimating the associations between neighborhood risk factors and health. Epidemiology (Cambridge, Mass.). 21: 467-74. PMID 20220526 DOI: 10.1097/EDE.0b013e3181caeb90  1
2010 Gupta V, Dorsey G, Hubbard AE, Rosenthal PJ, Greenhouse B. Gel versus capillary electrophoresis genotyping for categorizing treatment outcomes in two anti-malarial trials in Uganda. Malaria Journal. 9: 19. PMID 20074380 DOI: 10.1186/1475-2875-9-19  1
2010 Zhang L, Tang X, Rothman N, Vermeulen R, Ji Z, Shen M, Qiu C, Guo W, Liu S, Reiss B, Freeman LB, Ge Y, Hubbard AE, Hua M, Blair A, et al. Occupational exposure to formaldehyde, hematotoxicity, and leukemia-specific chromosome changes in cultured myeloid progenitor cells. Cancer Epidemiology, Biomarkers & Prevention : a Publication of the American Association For Cancer Research, Cosponsored by the American Society of Preventive Oncology. 19: 80-8. PMID 20056626 DOI: 10.1158/1055-9965.EPI-09-0762  1
2010 Krishnan S, Rocca CH, Hubbard AE, Subbiah K, Edmeades J, Padian NS. Do changes in spousal employment status lead to domestic violence? Insights from a prospective study in Bangalore, India. Social Science & Medicine (1982). 70: 136-43. PMID 19828220 DOI: 10.1016/j.socscimed.2009.09.026  1
2010 Fleischer NL, Fernald LC, Hubbard AE. Estimating the potential impacts of intervention from observational data: methods for estimating causal attributable risk in a cross-sectional analysis of depressive symptoms in Latin America. Journal of Epidemiology and Community Health. 64: 16-21. PMID 19643766 DOI: 10.1136/jech.2008.085985  1
2010 Van Der Laan M, Hubbard AE, Jewell N. Learning from data: Semiparametric models versus faith-based inference Epidemiology. 21: 479-481. DOI: 10.1097/EDE.0b013e3181e13328  1
2009 Gerencser AA, Mark KA, Hubbard AE, Divakaruni AS, Mehrabian Z, Nicholls DG, Polster BM. Real-time visualization of cytoplasmic calpain activation and calcium deregulation in acute glutamate excitotoxicity. Journal of Neurochemistry. 110: 990-1004. PMID 19493161 DOI: 10.1111/j.1471-4159.2009.06194.x  1
2009 Levy K, Hubbard AE, Nelson KL, Eisenberg JN. Drivers of water quality variability in northern coastal Ecuador. Environmental Science & Technology. 43: 1788-97. PMID 19368173 DOI: 10.1021/es8022545  1
2009 Levy K, Hubbard AE, Eisenberg JN. Seasonality of rotavirus disease in the tropics: a systematic review and meta-analysis. International Journal of Epidemiology. 38: 1487-96. PMID 19056806 DOI: 10.1093/ije/dyn260  1
2008 Hubbard AE, Laan MJ. Population intervention models in causal inference. Biometrika. 95: 35-47. PMID 18629347  0.36
2008 Johnson DR, Brodie EL, Hubbard AE, Andersen GL, Zinder SH, Alvarez-Cohen L. Temporal transcriptomic microarray analysis of "Dehalococcoides ethenogenes" strain 195 during the transition into stationary phase. Applied and Environmental Microbiology. 74: 2864-72. PMID 18310438 DOI: 10.1128/AEM.02208-07  1
2008 McColl G, Killilea DW, Hubbard AE, Vantipalli MC, Melov S, Lithgow GJ. Pharmacogenetic analysis of lithium-induced delayed aging in Caenorhabditis elegans. The Journal of Biological Chemistry. 283: 350-7. PMID 17959600 DOI: 10.1074/jbc.M705028200  1
2007 Birkner MD, Kalantri S, Solao V, Badam P, Joshi R, Goel A, Pai M, Hubbard AE. Creating diagnostic scores using data-adaptive regression: An application to prediction of 30-day mortality among stroke victims in a rural hospital in India. Therapeutics and Clinical Risk Management. 3: 475-84. PMID 18488068  1
2007 Chen J, van der Laan MJ, Smith MT, Hubbard AE. A comparison of methods to control type I errors in microarray studies. Statistical Applications in Genetics and Molecular Biology. 6: Article28. PMID 18052911 DOI: 10.2202/1544-6115.1310  1
2007 Fleischer NL, Fernald LC, Hubbard AE. Depressive symptoms in low-income women in rural Mexico. Epidemiology (Cambridge, Mass.). 18: 678-85. PMID 18049184 DOI: 10.1097/EDE.0b013e3181567fc5  1
2007 van der Laan MJ, Polley EC, Hubbard AE. Super learner. Statistical Applications in Genetics and Molecular Biology. 6: Article25. PMID 17910531 DOI: 10.2202/1544-6115.1309  1
2007 Enanoria WT, Hubbard AE, van der Laan MJ, Chen M, Ruiz J, Colford JM. Early prediction of median survival among a large AIDS surveillance cohort. Bmc Public Health. 7: 127. PMID 17597532 DOI: 10.1186/1471-2458-7-127  1
2007 Zhang L, Rothman N, Li G, Guo W, Yang W, Hubbard AE, Hayes RB, Yin S, Lu W, Smith MT. Aberrations in chromosomes associated with lymphoma and therapy-related leukemia in benzene-exposed workers. Environmental and Molecular Mutagenesis. 48: 467-74. PMID 17584886 DOI: 10.1002/em.20306  1
2007 Escobar PA, Smith MT, Vasishta A, Hubbard AE, Zhang L. Leukaemia-specific chromosome damage detected by comet with fluorescence in situ hybridization (comet-FISH). Mutagenesis. 22: 321-7. PMID 17575318 DOI: 10.1093/mutage/gem020  1
2007 Wilson MP, Hammond SK, Nicas M, Hubbard AE. Worker exposure to volatile organic compounds in the vehicle repair industry. Journal of Occupational and Environmental Hygiene. 4: 301-10. PMID 17454499 DOI: 10.1080/15459620701258021  1
2007 McHale CM, Zhang L, Hubbard AE, Zhao X, Baccarelli A, Pesatori AC, Smith MT, Landi MT. Microarray analysis of gene expression in peripheral blood mononuclear cells from dioxin-exposed human subjects. Toxicology. 229: 101-13. PMID 17101203 DOI: 10.1016/j.tox.2006.10.004  1
2006 van der Laan MJ, Hubbard AE. Quantile-function based null distribution in resampling based multiple testing. Statistical Applications in Genetics and Molecular Biology. 5: Article14. PMID 17049025 DOI: 10.2202/1544-6115.1199  1
2006 Olaharski AJ, Ji Z, Woo JY, Lim S, Hubbard AE, Zhang L, Smith MT. The histone deacetylase inhibitor trichostatin a has genotoxic effects in human lymphoblasts in vitro. Toxicological Sciences : An Official Journal of the Society of Toxicology. 93: 341-7. PMID 16857700 DOI: 10.1093/toxsci/kfl068  1
2006 Birkner MD, Hubbard AE, van der Laan MJ, Skibola CF, Hegedus CM, Smith MT. Issues of processing and multiple testing of SELDI-TOF MS proteomic data. Statistical Applications in Genetics and Molecular Biology. 5: Article11. PMID 16646865 DOI: 10.2202/1544-6115.1198  1
2006 Rachowicz LJ, Hubbard AE, Beissinger SR. Evaluating at-sea sampling designs for Marbled Murrelets using a spatially explicit model Ecological Modelling. 196: 329-344. DOI: 10.1016/j.ecolmodel.2006.02.011  1
2005 van der Laan MJ, Birkner MD, Hubbard AE. Empirical Bayes and resampling based multiple testing procedure controlling tail probability of the proportion of false positives. Statistical Applications in Genetics and Molecular Biology. 4: Article29. PMID 16646847 DOI: 10.2202/1544-6115.1143  1
2005 Zhang L, Lan Q, Guo W, Li G, Yang W, Hubbard AE, Vermeulen R, Rappaport SM, Yin S, Rothman N, Smith MT. Use of OctoChrome fluorescence in situ hybridization to detect specific aneuploidy among all 24 chromosomes in benzene-exposed workers. Chemico-Biological Interactions. 153: 117-22. PMID 15935807 DOI: 10.1016/j.cbi.2005.03.016  1
2005 Skibola DR, Smith MT, Bracci PM, Hubbard AE, Agana L, Chi S, Holly EA. Polymorphisms in ghrelin and neuropeptide Y genes are associated with non-Hodgkin lymphoma. Cancer Epidemiology, Biomarkers & Prevention : a Publication of the American Association For Cancer Research, Cosponsored by the American Society of Preventive Oncology. 14: 1251-6. PMID 15894681 DOI: 10.1158/1055-9965.EPI-04-0895  1
2005 Qiu DC, Hubbard AE, Zhong B, Zhang Y, Spear RC. A matched, case-control study of the association between Schistosoma japonicum and liver and colon cancers, in rural China. Annals of Tropical Medicine and Parasitology. 99: 47-52. PMID 15701255 DOI: 10.1179/136485905X19883  1
2005 Zhang L, Yang W, Hubbard AE, Smith MT. Nonrandom aneuploidy of chromosomes 1, 5, 6, 7, 8, 9, 11, 12, and 21 induced by the benzene metabolites hydroquinone and benzenetriol. Environmental and Molecular Mutagenesis. 45: 388-96. PMID 15662717 DOI: 10.1002/em.20103  1
2002 Brookhart MA, Hubbard AE, van der Laan MJ, Colford JM, Eisenberg JN. Statistical estimation of parameters in a disease transmission model: analysis of a Cryptosporidium outbreak. Statistics in Medicine. 21: 3627-38. PMID 12436460 DOI: 10.1002/sim.1258  1
2002 Goldberg AB, Cardenas LH, Hubbard AE, Darney PD. Post-abortion depot medroxyprogesterone acetate continuation rates: a randomized trial of cyclic estradiol. Contraception. 66: 215-20. PMID 12413614 DOI: 10.1016/S0010-7824(02)00391-8  1
2002 Van der Laan MJ, Hubbard AE, Robins JM. Locally efficient estimation of a multivariate survival function in longitudinal studies Journal of the American Statistical Association. 97: 494-507. DOI: 10.1198/016214502760047023  1
2001 Segal MR, Cummings MP, Hubbard AE. Relating amino acid sequence to phenotype: analysis of peptide-binding data. Biometrics. 57: 632-42. PMID 11414594  1
2000 Hubbard AE, Van der Laan MJ, Enanoria W, Colford JM. Nonparametric survival estimation when death is reported with delay. Lifetime Data Analysis. 6: 237-50. PMID 10949861  1
2000 Smith MT, Zhang L, Jeng M, Wang Y, Guo W, Duramad P, Hubbard AE, Hofstadler G, Holland NT. Hydroquinone, a benzene metabolite, increases the level of aneusomy of chromosomes 7 and 8 in human CD34-positive blood progenitor cells. Carcinogenesis. 21: 1485-90. PMID 10910948  1
1999 Fenster L, Waller K, Chen J, Hubbard AE, Windham GC, Elkin E, Swan S. Psychological stress in the workplace and menstrual function. American Journal of Epidemiology. 149: 127-34. PMID 9921957  1
1998 Van Der Laan MJ, Hubbard AE. Locally efficient estimation of the survival distribution with right-censored data and covariates when collection of data is delayed Biometrika. 85: 771-783.  1
1997 Fenster L, Hubbard AE, Swan SH, Windham GC, Waller K, Hiatt RA, Benowitz N. Caffeinated beverages, decaffeinated coffee, and spontaneous abortion. Epidemiology (Cambridge, Mass.). 8: 515-23. PMID 9270953 DOI: 10.1097/00001648-199709000-00008  1
1997 Fenster L, Hubbard AE, Windham GC, Waller KO, Swan SH. A prospective study of work-related physical exertion and spontaneous abortion. Epidemiology (Cambridge, Mass.). 8: 66-74. PMID 9116099  1
1995 Fenster L, Schaefer C, Mathur A, Hiatt RA, Pieper C, Hubbard AE, Von Behren J, Swan SH. Psychologic stress in the workplace and spontaneous abortion. American Journal of Epidemiology. 142: 1176-83. PMID 7485064  1
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