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01/12/2023
Elucidating Inferential Models with the Cauchy Distribution
Statistical inference as a formal scientific method to covert experience...
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01/12/2023
On Existence Theorems for Conditional Inferential Models
The framework of Inferential Models (IMs) has recently been developed in...
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01/11/2023
Partial Conditioning for Inferential Models
Inferential models have been proposed for valid and efficient prior-free...
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09/16/2022
Circularly Symmetric Tests of Goodness-of-Fit
It is realized that existing powerful tests of goodness-of-fit are all b...
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09/16/2022
Reweighted Anderson-Darling Tests of Goodness-of-Fit
Assessing goodness-of-fit is challenging because theoretically there is ...
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07/11/2022
On Exact and Efficient Inference for Many Normal Means
Inference about the unknown means θ=(θ_1,...,θ_n)' ∈ℝ^n in the sampling ...
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06/03/2022
Estimation of Over-parameterized Models via Fitting to Future Observations
From a model-building perspective, in this paper we propose a paradigm s...
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08/16/2020
Inferential models and possibility measures
The inferential model (IM) framework produces data-dependent, non-additi...
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06/20/2018
An Asynchronous Distributed Expectation Maximization Algorithm For Massive Data: The DEM Algorithm
The family of Expectation-Maximization (EM) algorithms provides a genera...
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02/12/2018