A Bayesian framework augments stability selection by deriving posterior distributions of selection probabilities from expert-informed priors, yielding credible intervals and reduced variance.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2024 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Bayesian Stability Selection and Inference on Selection Probabilities
A Bayesian framework augments stability selection by deriving posterior distributions of selection probabilities from expert-informed priors, yielding credible intervals and reduced variance.