Marco Carone
15 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-2106-0953
Department of Biostatistics, University of Washington , Seattle, WA 98105 , USA
Publications
- Inference on function-valued parameters using a restricted score test — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
- Assessing variable importance in survival analysis using machine learning — Biometrika 2025
- Inference for Treatment-Specific Survival Curves Using Machine Learning — Journal of the American Statistical Association 2024
- A General Framework for Inference on Algorithm-Agnostic Variable Importance — Journal of the American Statistical Association 2023
- Optimal Individualized Decision Rules Using Instrumental Variable Methods — Journal of the American Statistical Association 2021
- Rejoinder: Optimal Individualized Decision Rules Using Instrumental Variable Methods — Journal of the American Statistical Association 2021
- Causal isotonic regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
- A unified study of nonparametric inference for monotone functions — The Annals of Statistics 2020
- An omnibus non-parametric test of equality in distribution for unknown functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
- Estimating and Testing Vaccine Sieve Effects Using Machine Learning — Journal of the American Statistical Association 2019
- Toward Computerized Efficient Estimation in Infinite-Dimensional Models — Journal of the American Statistical Association 2019
- Doubly robust nonparametric inference on the average treatment effect — Biometrika 2017
- Estimating the Lifetime Risk of Dementia in the Canadian Elderly Population Using Cross-Sectional Cohort Survival Data — Journal of the American Statistical Association 2014
- Nonparametric incidence estimation from prevalent cohort survival data — Biometrika 2012
- Large-sample study of the kernel density estimators under multiplicative censoring — The Annals of Statistics 2012