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07/24/2023
Negative binomial count splitting for single-cell RNA sequencing data
The analysis of single-cell RNA sequencing (scRNA-seq) data often involv...
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06/29/2023
Moreau Envelope Based Difference-of-weakly-Convex Reformulation and Algorithm for Bilevel Programs
Recently, Ye et al. (Mathematical Programming 2023) designed an algorith...
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03/22/2023
Generalized Data Thinning Using Sufficient Statistics
Our goal is to develop a general strategy to decompose a random variable...
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03/08/2023
Necessary and sufficient conditions for multiple objective optimal regression designs
We typically construct optimal designs based on a single objective funct...
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01/18/2023
Data thinning for convolution-closed distributions
We propose data thinning, a new approach for splitting an observation in...
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07/01/2022
Inference after latent variable estimation for single-cell RNA sequencing data
In the analysis of single-cell RNA sequencing data, researchers often ch...
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06/15/2021
Tree-Values: selective inference for regression trees
We consider conducting inference on the output of the Classification and...
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12/05/2020
Selective Inference for Hierarchical Clustering
Testing for a difference in means between two groups is fundamental to a...
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10/02/2019
Minimax D-optimal designs for multivariate regression models with multi-factors
In multi-response regression models, the error covariance matrix is neve...
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09/25/2019
Testing for Association in Multi-View Network Data
In this paper, we consider data consisting of multiple networks, each co...
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01/12/2019