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math.ST2022
A Geometric Perspective on Bayesian and Generalized Fiducial Inference
Yang Liu, Jan Hannig, Alexander C Murph
Post-data statistical inference concerns making probability statements about model parameters conditional on observed data. When a priori knowledge about parameters is available, p…
stat.ME2022★ 3 cited
Generalized Fiducial Inference on Differentiable Manifolds
Alexander C Murph, Jan Hannig, Jonathan P Williams
We introduce a novel approach to inference on parameters that take values in a Riemannian manifold embedded in a Euclidean space. Parameter spaces of this form are ubiquitous acros…