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Maya Petersen, MD, PhD
Maya Petersen, MD, PhD
Professor of Biostatistics, Epidemiology, and Computational Precision Health UC Berkeley
Verified email at berkeley.edu
Title
Cited by
Cited by
Year
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
6412012
Promoting transparency in social science research
E Miguel, C Camerer, K Casey, J Cohen, KM Esterling, A Gerber, ...
Science 343 (6166), 30-31, 2014
5662014
Estimation of direct causal effects
ML Petersen, SE Sinisi, MJ van der Laan
Epidemiology 17 (3), 276-284, 2006
4892006
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
4282015
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
3742010
Causal models and learning from data: integrating causal modeling and statistical estimation
ML Petersen, MJ van der Laan
Epidemiology 25 (3), 418-426, 2014
2702014
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
2642015
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
2552015
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
2442020
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
2312019
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
2312015
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
2172007
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
2112016
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
1852014
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
1842007
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
1822016
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
1782003
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
1742012
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
1712017
A hybrid mobile approach for population-wide HIV testing in rural east Africa: an observational study
G Chamie, TD Clark, J Kabami, K Kadede, E Ssemmondo, R Steinfeld, ...
The lancet HIV 3 (3), e111-e119, 2016
1612016
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