research
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02/27/2023
Design-Based Inference for Multi-arm Bandits
Multi-arm bandits are gaining popularity as they enable real-world seque...
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10/16/2022
Design-Based Confidence Sequences for Anytime-valid Causal Inference
Many organizations run thousands of randomized experiments, or A/B tests...
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10/16/2022
Anytime-Valid F-Tests for Faster Sequential Experimentation Through Covariate Adjustment
We introduce sequential F-tests and confidence sequences for subsets of ...
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05/17/2022
Benefits and costs of matching prior to a Difference in Differences analysis when parallel trends does not hold
The Difference in Difference (DiD) estimator is a popular estimator buil...
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05/05/2022
Hypothesis Testing in Sequentially Sampled Data: AdapRT to Maximize Power Beyond iid Sampling
Testing whether a variable of interest affects the outcome is one of the...
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01/20/2022