Improved two-stage model averaging for high-dimensional linear regression, with application to Riboflavin data analysis
Background: Model averaging has attracted increasing attention in recent years for the analysis of high-dimensional data. By weighting several competing statistical models suitably, model averaging attempts to achieve stable and improved prediction. In this paper, we develop a two-stage model averag...
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Format: | Article |
Language: | English |
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BioMed Central Ltd
2021
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Online Access: | View Fulltext in Publisher |