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11/07/2022
Sparse Horseshoe Estimation via Expectation-Maximisation
The horseshoe prior is known to possess many desirable properties for Ba...
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09/29/2022
Minimum message length inference of the Weibull distribution with complete and censored data
The Weibull distribution, with shape parameter k>0 and scale parameter λ...
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09/29/2022
Introduction to minimum message length inference
The aim of this manuscript is to introduce the Bayesian minimum message ...
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09/29/2022
Maximum likelihood estimation of the Weibull distribution with reduced bias
In this short note we derive a new bias-adjusted maximum likelihood esti...
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09/29/2022
MML Probabilistic Principal Component Analysis
Principal component analysis (PCA) is perhaps the most widely method for...
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09/14/2018
An efficient algorithm for sampling from sin^k(x) for generating random correlation matrices
In this note, we develop a novel algorithm for generating random numbers...
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02/09/2018
A Minimum Message Length Criterion for Robust Linear Regression
This paper applies the minimum message length principle to inference of ...
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01/08/2018
