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 | 596 | 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 | 539 | 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 | 409 | 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 | 370 | 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 | 253 | 2015 |
Causal models and learning from data: integrating causal modeling and statistical estimation ML Petersen, MJ van der Laan Epidemiology 25 (3), 418-426, 2014 | 243 | 2014 |
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 | 239 | 2020 |
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 | 235 | 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 | 219 | 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 | 209 | 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 | 208 | 2015 |
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 | 189 | 2016 |
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 |
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 | 172 | 2012 |
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 | 171 | 2016 |
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 | 166 | 2014 |
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 | 163 | 2017 |
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 | 157 | 2016 |