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Experimental design for causal inference through an optimization lens
The study of experimental design offers tremendous benefits for answering causal questions
across a wide range of applications, including agricultural experiments, clinical trials …
across a wide range of applications, including agricultural experiments, clinical trials …
Gambling-based confidence sequences for bounded random vectors
A confidence sequence (CS) is a sequence of confidence sets that contains a target
parameter of an underlying stochastic process at any time step with high probability. This …
parameter of an underlying stochastic process at any time step with high probability. This …
Optimistic Interior Point Methods for Sequential Hypothesis Testing by Betting
The technique of" testing by betting" frames nonparametric sequential hypothesis testing as
a multiple-round game, where a player bets on future observations that arrive in a streaming …
a multiple-round game, where a player bets on future observations that arrive in a streaming …