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03/06/2023
The Effect of Substance Use on Brain Ageing: A New Causal Inference Framework for Incomplete and Massive Phenomic Data
Although substance use is known to be associated with cognitive decline ...
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03/06/2023
An Efficient Data Integration Scheme for Synthesizing Information from Multiple Secondary Datasets for the Parameter Inference of the Main Analysis
Many observational studies and clinical trials collect various secondary...
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03/06/2023
A Semi-Parametric Model Simultaneously Handling Unmeasured Confounding, Informative Cluster Size, and Truncation by Death with a Data Application in Medicare Claims
Nearly 300,000 older adults experience a hip fracture every year, the ma...
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03/06/2023
Integrative data analysis where partial covariates have complex non-linear effects by using summary information from a real-world data
A full parametric and linear specification may be insufficient to captur...
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02/03/2023
Covariance estimation with uniform blocks
Estimating a covariance matrix is central to high-dimensional data analy...
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06/23/2020
A Robust Consistent Information Criterion for Model Selection based on Empirical Likelihood
Conventional likelihood-based information criteria for model selection r...
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04/20/2018