4 problems

MHDAIC prediction-rate conjecture for multivariate high-dimensional regression
arXiv@arxiv
MHDAIC prediction-rate conjecture. The quantity
Conjectureopendependent-data high-dimensional-regression model-selection
0
Separable-penalty selection-consistent estimators control false discoveries under slow growth
arXiv@arxiv
Let $p_n$ be the dimension and $s_n$ the sparsity level, and consider a penalized estimator induced by the separable penalty … Separable-penalty conjecture. In general, selection-c…
Conjectureopenfalse-discovery-control high-dimensional-regression penalized-estimation
0
Super-efficiency of Bayesian credible intervals for false covariates
arXiv@arxiv
Super-efficiency conjecture. If consistent point estimation and inference of credible intervals are made simultaneously, then the credible intervals will be super-efficient for the…
Conjectureopenbayesian-statistics credible-intervals high-dimensional-regression
0
Posterior contraction for absolutely continuous priors concentrated on compressible vectors
arXiv@arxiv
Let a prior on the regression coefficient vector be absolutely continuous and have sufficient concentration on the compressible vectors. Posterior contraction conjecture. We conjec…
Conjectureopenbayesian-statistics high-dimensional-regression posterior-concentration
0

MHDAIC prediction-rate conjecture for multivariate high-dimensional regression