41 citations · 73 across the 33 of their papers we have counts for
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stat.ME2017
Covariance Estimation via Fiducial Inference
W. Jenny Shi, Jan Hannig, Randy C. S. Lai +1
As a classical problem, covariance estimation has drawn much attention from the statistical community for decades. Much work has been done under the frequentist and the Bayesian fr…
stat.ME2017
Nonparametric generalized fiducial inference for survival functions under censoring
Yifan Cui, Jan Hannig
Fiducial Inference, introduced by Fisher in the 1930s, has a long history, which at times aroused passionate disagreements. However, its application has been largely confined to re…
stat.ME2017
Non-penalized variable selection in high-dimensional linear model settings via generalized fiducial inference
Jonathan P Williams, Jan Hannig
Standard penalized methods of variable selection and parameter estimation rely on the magnitude of coefficient estimates to decide which variables to include in the final model. Ho…