Maya Petersen, MD, PhD
Maya Petersen, MD, PhD
Associate Professor of Biostatistics and Epidemiology, UC Berkeley
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Estimation of direct causal effects
ML Petersen, SE Sinisi, MJ van der Laan
Epidemiology, 276-284, 2006
Promoting transparency in social science research
E Miguel, C Camerer, K Casey, J Cohen, KM Esterling, A Gerber, ...
Science 343 (6166), 30-31, 2014
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
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 (4), 234-244, 2010
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
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
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
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
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
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
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 (London, England) 22 (16), 2097, 2008
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
Divalproex sodium for the treatment of conduct disorder: a randomized controlled clinical trial
H Steiner, ML Petersen, K Saxena, S Ford, Z Matthews
Journal of Clinical Psychiatry 64 (10), 1183-1191, 2003
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
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
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
Causal models and learning from data: integrating causal modeling and statistical estimation
ML Petersen, MJ van der Laan
Epidemiology (Cambridge, Mass.) 25 (3), 418, 2014
A marginal structural model to estimate the causal effect of antidepressant medication treatment on viral suppression among homeless and marginally housed persons with HIV
AC Tsai, SD Weiser, ML Petersen, K Ragland, MB Kushel, DR Bangsberg
Archives of general psychiatry 67 (12), 1282-1290, 2010
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
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
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