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- Chakraborty, Sounak; Lozano, Aurelie C.
- Computational statistics & data analysis 2019 v.136 pp. 72-91
- Arabidopsis thaliana; Bayesian theory; algorithms; microarray technology; regression analysis; social identification; statistical models
- ... Variable selection, or subset selection, plays a fundamental role in modern statistical modeling. In many applications, interactions exist between the selected variables. Statistical modeling of such dependence structure is of great importance. In this paper, the focus is on cases in which some correlated predictors have similar effects on the response, and will be grouped into predictive clusters ...