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07/03/2023
Minimax rates of convergence for nonparametric location-scale models
This paper studies minimax rates of convergence for nonparametric locati...
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06/27/2023
High-dimensional statistical inference for linkage disequilibrium score regression and its cross-ancestry extensions
Linkage disequilibrium score regression (LDSC) has emerged as an essenti...
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10/17/2022
Statistical learning methods for neuroimaging data analysis with applications
The aim of this paper is to provide a comprehensive review of statistica...
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03/23/2022
Estimating trans-ancestry genetic correlation with unbalanced data resources
The aim of this paper is to propose a novel estimation method of using g...
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03/22/2022
On block-wise and reference panel-based estimators for genetic data prediction in high dimensions
Genetic prediction of complex traits and diseases has attracted enormous...
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11/22/2019
Cross-trait prediction accuracy of high-dimensional ridge-type estimators in genome-wide association studies
Marginal association summary statistics have attracted great attention i...
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03/04/2019
On genetic correlation estimation with summary statistics from genome-wide association studies
Genome-wide association studies (GWAS) have been widely used to examine ...
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08/27/2018
Combining Predictions of Auto Insurance Claims
This paper aims at achieving better performance of prediction by combini...
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05/07/2018