research
∙
10/28/2022
SMART-EXAM: Incorporating Participants' Welfare into Sequential Multiple Assignment Randomized Trials
Dynamic treatment regimes (DTRs) are sequences of decision rules that re...
share
research
∙
05/18/2022
Multi-disciplinary fairness considerations in machine learning for clinical trials
While interest in the application of machine learning to improve healthc...
research
∙
03/04/2022
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions
Reinforcement learning (RL) is acquiring a key role in the space of adap...
research
∙
12/15/2021
Algorithms for Adaptive Experiments that Trade-off Statistical Analysis with Reward: Combining Uniform Random Assignment and Reward Maximization
Multi-armed bandit algorithms like Thompson Sampling can be used to cond...
research
∙
10/30/2021
Efficient Inference Without Trading-off Regret in Bandits: An Allocation Probability Test for Thompson Sampling
Using bandit algorithms to conduct adaptive randomised experiments can m...
research
∙
03/22/2021
