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Multi Armed Bandit vs. A/B Tests in E-commence - Confidence Interval and Hypothesis Test Power Perspectives.
Ding Xiang
Rebecca West
Jiaqi Wang
Xiquan Cui
Jinzhou Huang
Published in:
KDD (2022)
Keyphrases
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confidence intervals
hypothesis test
hypothesis testing
multi armed bandit
sample size
likelihood ratio
statistical tests
hypothesis tests
multi armed bandits
markov chain
monte carlo
test set
roc curve
reinforcement learning
conditional probabilities
upper bound
training set
model selection