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Bayesian Stability Selection and Inference on Selection Probabilities

Nouraie, Mahdi et al.
arXiv (All) · Papers
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computationmethodology
Stability selection is a versatile framework for structure estimation and variable selection in high-dimensional setting, primarily grounded in frequentist principles. In this paper, we propose an enhanced methodology that integrates Bayesian analysis to refine the inference of selection probabiliti
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