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06/03/2023
A Process of Dependent Quantile Pyramids
Despite the practicality of quantile regression (QR), simultaneous estim...
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09/29/2022
Superset model problem
This paper focuses on the superset model problem that arises in the cont...
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02/25/2022
Familial Inference
Statistical hypotheses are translations of scientific hypotheses into st...
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07/12/2020
The Dependent Dirichlet Process and Related Models
Standard regression approaches assume that some finite number of the res...
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11/01/2019
On the two-dataset problem
This paper considers the two-dataset problem, where data are collected f...
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01/22/2019
Aggregated Pairwise Classification of Statistical Shapes
The classification of shapes is of great interest in diverse areas rangi...
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12/19/2018
Bayesian Restricted Likelihood Methods: Conditioning on Insufficient Statistics in Bayesian Regression
Bayesian methods have proven themselves to be successful across a wide r...
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09/05/2012