3 papers
stat.ME2026
Hierarchical Bayesian Estimation of Covariance Matrices
Daniel Xiang, Malgorzata Bogdan, Jonas Wallin +1
We develop a hierarchical Bayesian framework for covariance matrix estimation built on a key observation: while equivariance under the full general linear group GL(p) is well known…
stat.ME2023
Exact confidence intervals for the mixing distribution from binomial mixture distribution samples
Pallavi Basu, Barak Brill, Daniel Yekutieli
We present methodology for constructing pointwise confidence intervals for the cumulative distribution function and the quantiles of mixing distributions on the unit interval from…
stat.ME2014
Selective Sign-Determining Multiple Confidence Intervals with FCR Control
Asaf Weinstein, Daniel Yekutieli
Given unknown parameters with corresponding independent estimators, the Benjamini-Hochberg (BH) procedure can be used to classify the sign of parameters such that the expected…