Alejandro Schuler (A Schuler)

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Machine Learning

Electronic Health Record

Top Venues

Journal of open source software

Statistics in medicine

The international journal of biostatistics

Journal of the American Medical Informatics Association : JAMIA

This page only lists publications with an associated author ORCID identifier.

Publications

David McCoy, Alejandro Schuler, Alan E Hubbard, Mark J van der Laan
SuperNOVA: Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R. Journal of open source software 8 (91) (2023)
David McCoy, Alejandro Schuler, Alan E Hubbard, Mark J van der Laan
SuperNOVA: Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R. Journal of open source software 8 (91) (2023)
David McCoy, Alejandro Schuler, Alan E Hubbard, Mark J van der Laan
SuperNOVA: Semi-Parametric Identification and Estimation of Interaction and Effect Modification in Mixed Exposures using Stochastic Interventions in R. Journal of open source software 8 (91) (2023)
Catherine Lee, Brian L Lawson, Ariana J Mann, Vincent X Liu, Laura C Myers, Alejandro Schuler, Gabriel J Escobar
Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge. Journal of the American Medical Informatics Association : JAMIA 29 (6) (2022)
Alejandro Schuler, David Walsh, Diana Hall, Jon Walsh, Charles Fisher, null null, null null, null null
Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score. The international journal of biostatistics 18 (2) (2021)
Alejandro Schuler
Mixed Models for Repeated Measures Should Include Time-by-Covariate Interactions to Assure Power Gains and Robustness Against Dropout Bias Relative to Complete-Case ANCOVA. Therapeutic innovation & regulatory science (2021)
Alyssa M Flores, Alejandro Schuler, Anne Verena Eberhard, Jeffrey W Olin, John P Cooke, Nicholas J Leeper, Nigam Haresh Shah, Elsie Gyang Ross
Unsupervised Learning for Automated Detection of Coronary Artery Disease Subgroups. Journal of the American Heart Association 10 (23) (2021)
Alejandro Schuler
Designing efficient randomized trials: power and sample size calculation when using semiparametric efficient estimators. The international journal of biostatistics (2021)
Ben J Marafino, Alejandro Schuler, Vincent X Liu, Gabriel J Escobar, Michael Baiocchi
Predicting preventable hospital readmissions with causal machine learning. Health services research 55 (6) (2020)
Scott Powers, Junyang Qian, Kenneth Jung, Alejandro Schuler, Nigam H Shah, Trevor Hastie, Robert Tibshirani
Some methods for heterogeneous treatment effect estimation in high dimensions. Statistics in medicine 37 (11) (2018)
T Wendling, K Jung, A Callahan, Alejandro Schuler, N H Shah, B Gallego
Comparing methods for estimation of heterogeneous treatment effects using observational data from health care databases. Statistics in medicine 37 (23) (2018)