Bayesian sparse projection posteriors for high-dimensional grouped regression achieve optimal contraction rates and model selection consistency with applications to additive models and neuroimaging.
Bayesian high-dimensional linear regression with sparse projection-posterior.arXiv preprint arXiv:2410.16577
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Bayesian High-dimensional Grouped-regression using Sparse Projection-posterior
Bayesian sparse projection posteriors for high-dimensional grouped regression achieve optimal contraction rates and model selection consistency with applications to additive models and neuroimaging.