output
20072025
most citedMultiple imputation of covariates by fully conditional specification: accommodating the substantive model

500 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022 · stat.MLShow all

2 papers · 2 filters

stat.ML2022★ 2 cited

Some performance considerations when using multi-armed bandit algorithms in the presence of missing data

Xijin Chen, Kim May Lee, Sofia S. Villar +1

When comparing the performance of multi-armed bandit algorithms, the potential impact of missing data is often overlooked. In practice, it also affects their implementation where t…

stat.ML2022★ 25 cited

Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions

Nina Deliu, Joseph Jay Williams, Bibhas Chakraborty

In recent years, reinforcement learning (RL) has acquired a prominent position in health-related sequential decision-making problems, gaining traction as a valuable tool for delive…