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03/02/2023
Simultaneous Hypothesis Testing Using Internal Negative Controls with An Application to Proteomics
Negative control is a common technique in scientific investigations and ...
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11/28/2022
Long-tail Cross Modal Hashing
Existing Cross Modal Hashing (CMH) methods are mainly designed for balan...
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07/27/2021
LinCDE: Conditional Density Estimation via Lindsey's Method
Conditional density estimation is a fundamental problem in statistics, w...
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03/07/2021
DINA: Estimating Heterogenous Treatment Effects in Exponential Family and Cox Model
We propose to use the difference in natural parameters (DINA) to quantif...
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03/09/2020
Assessment of Heterogeneous Treatment Effect Estimation Accuracy via Matching
We study the assessment of the accuracy of heterogeneous treatment effec...
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02/15/2020
Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects
A central goal of causal inference is to detect and estimate the treatme...
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04/03/2019