| Immune correlates analysis of the mRNA-1273 COVID-19 vaccine efficacy clinical trial PB Gilbert, DC Montefiori, AB McDermott, Y Fong, D Benkeser, W Deng, ... Science 375 (6576), 43-50, 2022 | 966 | 2022 |
| Risk of ischemic stroke in patients with coronavirus disease 2019 (COVID-19) vs patients with influenza AE Merkler, NS Parikh, S Mir, A Gupta, H Kamel, E Lin, J Lantos, ... JAMA neurology 77 (11), 1366-1372, 2020 | 696 | 2020 |
| Population intervention causal effects based on stochastic interventions ID Muñoz, M Van Der Laan Biometrics 68 (2), 541-549, 2012 | 225 | 2012 |
| Increased Alzheimer's risk during the menopause transition: a 3-year longitudinal brain imaging study L Mosconi, A Rahman, I Diaz, X Wu, O Scheyer, HW Hristov, ... PloS one 13 (12), e0207885, 2018 | 170 | 2018 |
| Causal inference for social network data EL Ogburn, O Sofrygin, I Diaz, MJ Van der Laan Journal of the American Statistical Association 119 (545), 597-611, 2024 | 155 | 2024 |
| Effect of long-term continuous cardiac monitoring vs usual care on detection of atrial fibrillation in patients with stroke attributed to large-or small-vessel disease: the … RA Bernstein, H Kamel, CB Granger, JP Piccini, PP Sethi, JM Katz, ... Jama 325 (21), 2169-2177, 2021 | 136 | 2021 |
| Polypharmacy in older adults hospitalized for heart failure O Unlu, EB Levitan, E Reshetnyak, J Kneifati-Hayek, I Diaz, ... Circulation: Heart Failure 13 (11), e006977, 2020 | 134 | 2020 |
| Sex-driven modifiers of Alzheimer risk: a multimodality brain imaging study A Rahman, E Schelbaum, K Hoffman, I Diaz, H Hristov, R Andrews, S Jett, ... Neurology 95 (2), e166-e178, 2020 | 118 | 2020 |
| Nonparametric causal effects based on longitudinal modified treatment policies I Díaz, N Williams, KL Hoffman, EJ Schenck Journal of the American Statistical Association 118 (542), 846-857, 2023 | 93 | 2023 |
| Associations between cerebrovascular risk factors and parkinson disease BR Kummer, I Diaz, X Wu, AE Aaroe, ML Chen, C Iadecola, H Kamel, ... Annals of Neurology 86 (4), 572-581, 2019 | 92 | 2019 |
| Sensitivity analysis for causal inference under unmeasured confounding and measurement error problems I Díaz, MJ van der Laan The international journal of biostatistics 9 (2), 149-160, 2013 | 71 | 2013 |
| Machine learning in the estimation of causal effects: targeted minimum loss-based estimation and double/debiased machine learning I Díaz Biostatistics 21 (2), 353-358, 2020 | 64 | 2020 |
| Evaluation of the effect of a continuous treatment: a machine learning approach with an application to treatment for traumatic brain injury N Kreif, R Grieve, I Díaz, D Harrison Health economics 24 (9), 1213-1228, 2015 | 64 | 2015 |
| Immune correlates analysis of the ENSEMBLE single Ad26. COV2. S dose vaccine efficacy clinical trial Y Fong, AB McDermott, D Benkeser, S Roels, DJ Stieh, A Vandebosch, ... Nature microbiology 7 (12), 1996-2010, 2022 | 62 | 2022 |
| Improving precision and power in randomized trials for COVID-19 treatments using covariate adjustment, for binary, ordinal, and time-to-event outcomes D Benkeser, I Díaz, A Luedtke, J Segal, D Scharfstein, M Rosenblum Biometrics 77 (4), 1467-1481, 2021 | 59 | 2021 |
| Super learner based conditional density estimation with application to marginal structural models I Díaz Muñoz, MJ van der Laan The international journal of biostatistics 7 (1), 0000102202155746791356, 2011 | 59 | 2011 |
| Risk of arterial ischemic events after intracerebral hemorrhage SB Murthy, I Diaz, X Wu, AE Merkler, C Iadecola, MM Safford, KN Sheth, ... Stroke 51 (1), 137-142, 2020 | 56 | 2020 |
| Nonparametric efficient causal mediation with intermediate confounders I Díaz, NS Hejazi, KE Rudolph, MJ van Der Laan Biometrika 108 (3), 627-641, 2021 | 55 | 2021 |
| Targeted data adaptive estimation of the causal dose–response curve I Díaz, MJ van der Laan Journal of Causal Inference 1 (2), 171-192, 2013 | 55 | 2013 |
| Causal mediation analysis for stochastic interventions I Díaz, NS Hejazi Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2020 | 53 | 2020 |
Mark van der LaanJiann-Ping Hsu/Karl E. Peace Professor of Biostatistics & Statistics, University of California Berkeley在 berkeley.edu 的电子邮件经过验证
