Maya Petersen, MD, PhD

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Diane HavlirProfessor of Medicine, University of California, San FranciscoVerified email at ucsf.edu
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California BerkeleyVerified email at berkeley.edu
Moses R KamyaMakerere University College of Health Sciences, Infectious Diseases ResearchVerified email at idrc-uganda.org
Edwin CharleboisProfessor of Medicine, University of California, San FranciscoVerified email at ucsf.edu
Laura B. Balzer, PhD MPhilAssociate Professor of Biostatistics at UC BerkeleyVerified email at berkeley.edu
jane KabamiInfectious Diseases Research CollaborationVerified email at idrc-uganda.org
Craig R CohenUCSFVerified email at ucsf.edu
Elvin GengProfessor, Division of Infectious Diseases in the Department of Medicine at Washington University inVerified email at wustl.edu
Carina MarquezVerified email at ucsf.edu
Asiphas OwaraganiseInfectious Diseases Research Collaboration; Global Public Fellow UC BerkeleyVerified email at idrc-uganda.org
Susana Rojas PerniaDepartamento Educación, Universidad de CantabriaVerified email at unican.es
Harsha ThirumurthyDepartment of Medical Ethics and Health Policy, University of PennsylvaniaVerified email at upenn.edu
James PengBiostatistics PhD Student, University of WashingtonVerified email at uw.edu
David BangsbergProvost and Dean College of Health Sciences, VinUniversityVerified email at vinuni.edu.vn
John SchromUCSFVerified email at schrom.org
Susan GruberPutnam Data Sciences, LLCVerified email at putnamds.com
Arthur L. ReingoldProfessor and Head, Division of Epidemiology, School of Public Health, University of CaliforniaVerified email at berkeley.edu
Romain PirracchioUCSFVerified email at ucsf.edu
francisco bastosSenior researcherVerified email at icict.fiocruz.br
Steven G. DeeksUniversity of California, San FranciscoVerified email at ucsf.edu

Maya Petersen, MD, PhD

Professor of Biostatistics, Epidemiology, and Computational Precision Health UC Berkeley

Verified email at berkeley.edu

Causal Inference Precision Health HIV Community Health


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Diagnosing and responding to violations in the positivity assumption ML Petersen, KE Porter, S Gruber, Y Wang, MJ Van Der Laan Statistical methods in medical research 21 (1), 31-54, 2012	567	2012
Promoting transparency in social science research E Miguel, C Camerer, K Casey, J Cohen, KM Esterling, A Gerber, ... Science 343 (6166), 30-31, 2014	523	2014
Estimation of direct causal effects ML Petersen, SE Sinisi, MJ van der Laan Epidemiology 17 (3), 276-284, 2006	481	2006
Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study R Pirracchio, ML Petersen, M Carone, MR Rigon, S Chevret, ... The Lancet Respiratory Medicine 3 (1), 42-52, 2015	400	2015
Retention in care among HIV-infected patients in resource-limited settings: emerging insights and new directions EH Geng, D Nash, A Kambugu, Y Zhang, P Braitstein, KA Christopoulos, ... Current Hiv/aids Reports 7, 234-244, 2010	368	2010
Spatiotemporal prediction of fine particulate matter during the 2008 northern California wildfires using machine learning CE Reid, M Jerrett, ML Petersen, GG Pfister, PE Morefield, IB Tager, ... Environmental science & technology 49 (6), 3887-3896, 2015	246	2015
Incidence, clinical outcomes, and transmission dynamics of severe coronavirus disease 2019 in California and Washington: prospective cohort study JA Lewnard, VX Liu, ML Jackson, MA Schmidt, BL Jewell, JP Flores, ... bmj 369, 2020	235	2020
Causal models and learning from data: integrating causal modeling and statistical estimation ML Petersen, MJ van der Laan Epidemiology 25 (3), 418-426, 2014	233	2014
Computationally efficient confidence intervals for cross-validated area under the ROC curve estimates E LeDell, M Petersen, M van der Laan Electronic journal of statistics 9 (1), 1583, 2015	227	2015
HIV testing and treatment with the use of a community health approach in rural Africa DV Havlir, LB Balzer, ED Charlebois, TD Clark, D Kwarisiima, J Ayieko, ... New England Journal of Medicine 381 (3), 219-229, 2019	207	2019
Causal effect models for realistic individualized treatment and intention to treat rules MJ Van der Laan, ML Petersen The international journal of biostatistics 3 (1), 2007	206	2007
Improving propensity score estimators' robustness to model misspecification using super learner R Pirracchio, ML Petersen, M Van Der Laan American journal of epidemiology 181 (2), 108-119, 2015	201	2015
Pillbox organizers are associated with improved adherence to HIV antiretroviral therapy and viral suppression: a marginal structural model analysis ML Petersen, Y Wang, MJ Van Der Laan, D Guzman, E Riley, ... Clinical Infectious Diseases 45 (7), 908-915, 2007	180	2007
Differential respiratory health effects from the 2008 northern California wildfires: A spatiotemporal approach CE Reid, M Jerrett, IB Tager, ML Petersen, JK Mann, JR Balmes Environmental research 150, 227-235, 2016	178	2016
Prevention of Haemophilus influenzae Type b (Hib) Meningitis and Emergence of Serotype Replacement with Type a Strains after Introduction of Hib Immunization … GS Ribeiro, JN Reis, SM Cordeiro, JBT Lima, EL Gouveia, M Petersen, ... The Journal of infectious diseases 187 (1), 109-116, 2003	175	2003
Leveraging rapid community-based HIV testing campaigns for non-communicable diseases in rural Uganda G Chamie, D Kwarisiima, TD Clark, J Kabami, V Jain, E Geng, ... Public Library of Science 7 (8), e43400, 2012	165	2012
Targeted maximum likelihood estimation for dynamic and static longitudinal marginal structural working models M Petersen, J Schwab, S Gruber, N Blaser, M Schomaker, ... Journal of causal inference 2 (2), 147-185, 2014	162	2014
Men “missing” from population-based HIV testing: insights from qualitative research CS Camlin, E Ssemmondo, G Chamie, AM El Ayadi, D Kwarisiima, ... AIDS care 28 (sup3), 67-73, 2016	159	2016
Association of implementation of a universal testing and treatment intervention with HIV diagnosis, receipt of antiretroviral therapy, and viral suppression in East Africa M Petersen, L Balzer, D Kwarsiima, N Sang, G Chamie, J Ayieko, ... Jama 317 (21), 2196-2206, 2017	158	2017
Long-term consequences of the delay between virologic failure of highly active antiretroviral therapy and regimen modification ML Petersen, MJ Van Der Laan, S Napravnik, JJ Eron, RD Moore, ... Aids 22 (16), 2097-2106, 2008	156	2008

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