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High-dimensional variable selection accounting for heterogeneity in regression coefficients across multiple data sources

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When analyzing data combined from multiple sources (e.g., hospitals, studies), the heterogeneity across different sources must be accounted for. In this paper, we consider high-dimensional linear regression models for integrative data analysis. We propose a ne... ...