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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...
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05/18/2022
Multi-disciplinary fairness considerations in machine learning for clinical trials
While interest in the application of machine learning to improve healthc...
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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...
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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...
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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...
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03/22/2021