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08/29/2023
Kernel meets sieve: transformed hazards models with sparse longitudinal covariates
We study the transformed hazards model with time-dependent covariates ob...
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05/28/2023
Regression analysis of longitudinal data with mixed synchronous and asynchronous longitudinal covariates
In linear models, omitting a covariate that is orthogonal to covariates ...
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05/28/2023
Regression analysis of mixed sparse synchronous and asynchronous longitudinal covariates with varying-coefficient models
We consider varying-coefficient models for mixed synchronous and asynchr...
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04/29/2021
Testing and estimation of clustered signals
We propose a change-point detection method for large scale multiple test...
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03/29/2021
Optimal False Discovery Rate Control for Large Scale Multiple Testing with Auxiliary Information
Large-scale multiple testing is a fundamental problem in high dimensiona...
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01/24/2021