|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