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Shrinkage Estimation of Varying Covariate Effects Based On Quantile Regression

Varying covariate effects often manifest meaningful heterogeneity in covariate-response associations. In this paper, we adopt a quantile regression model that assumes linearity at a continuous range of quantile levels as a tool to explore such data dynamics. The consideration of potential non-consta...

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Hlavní autoři: Peng, Limin, Xu, Jinfeng, Kutner, Nancy
Médium: Artigo
Jazyk:Inglês
Vydáno: 2013
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4201656/
https://ncbi.nlm.nih.gov/pubmed/25332515
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11222-013-9406-4
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