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08/31/2023
Optimal confidence interval for the difference of proportions
Estimating the probability of the binomial distribution is a basic probl...
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12/04/2022
The Optimality of Blocking Designs in Experiments with General Response
We consider the problem of evaluating designs for a two-arm randomized e...
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09/01/2022
The Role of Pairwise Matching in Experimental Design for an Incidence Outcome
We consider the problem of evaluating designs for a two-arm randomized e...
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06/09/2022
Empirical Bayes approach to Truth Discovery problems
When aggregating information from conflicting sources, one's goal is to ...
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05/11/2022
A zero-estimator approach for estimating the signal level in a high-dimensional model-free setting
We study a high-dimensional regression setting under the assumption of k...
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12/28/2021
Optimal minimax random designs for weighted least squares estimators
This work studies an experimental design problem where the values of a p...
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02/14/2021
Improved Estimators for Semi-supervised High-dimensional Regression Model
We study a linear high-dimensional regression model in a semi-supervised...
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02/14/2021
Optimal designs for the development of personalized treatment rules
In the present paper, personalized treatment means choosing the best tre...
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12/10/2020
Optimal selection of a common subset of covariates for different regressions
Given a regression dataset of size n, most of the classical model select...
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12/06/2020
Better Experimental Design by Hybridizing Binary Matching with Imbalance Optimization
We present a new experimental design procedure that divides a set of exp...
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08/13/2020
Improving the Power of the Randomization Test
We consider the problem of evaluating designs for a two-arm randomized e...
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05/08/2019
Optimal Rerandomization via a Criterion that Provides Insurance Against Failed Experiments
We present an optimized rerandomization design procedure for a non-seque...
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10/19/2018
Harmonizing Fully Optimal Designs with Classic Randomization in Fixed Trial Experiments
There is a movement in design of experiments away from the classic rando...
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06/26/2018