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02/06/2023
A multidimensional objective prior distribution from a scoring rule
The construction of objective priors is, at best, challenging for multid...
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05/07/2021
An Objective Prior from a Scoring Rule
In this paper we introduce a novel objective prior distribution levering...
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03/24/2021
Loss based prior for the degrees of freedom of the Wishart distribution
In this paper we propose a novel method to deal with Vector Autoregressi...
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11/23/2020
On a Bayesian Approach to Malware Detection and Classification through n-gram Profiles
Detecting and correctly classifying malicious executables has become one...
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03/23/2020
Bayesian Models Applied to Cyber Security Anomaly Detection Problems
Nowadays cyber security is an important concern for all individuals, org...
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12/13/2018
A Loss-Based Prior for Gaussian Graphical Models
Gaussian graphical models play an important role in various areas such a...
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07/20/2018
On a Loss-based prior for the number of components in mixture models
We propose a prior distribution for the number of components of a finite...
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02/14/2018
Flexible and objective time series analysis: a loss-based approach with two-piece location-scale distributions
Two-piece location-scale models are used for modeling data presenting de...
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02/17/2017