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Cristiano Villa
Cristiano Villa
Associate Professor of Statistics, Duke Kunshan University
Dirección de correo verificada de newcastle.ac.uk
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Objective Prior for the Number of Degrees of Freedom of a t Distribution
C Villa, SG Walker
502014
Objective priors for the number of degrees of freedom of a multivariate t distribution and the t-copula
C Villa, FJ Rubio
Computational Statistics & Data Analysis 124, 197-219, 2018
292018
An objective approach to prior mass functions for discrete parameter spaces
C Villa, SG Walker
Journal of the American Statistical Association 110 (511), 1072-1082, 2015
272015
An objective Bayesian criterion to determine model prior probabilities
C Villa, S Walker
Scandinavian Journal of Statistics 42 (4), 947-966, 2015
252015
On the mathematics of the Jeffreys–Lindley paradox
C Villa, S Walker
Communications in Statistics-Theory and Methods 46 (24), 12290-12298, 2017
192017
A note on the posterior inference for the Yule–Simon distribution
F Leisen, L Rossini, C Villa
Journal of statistical computation and simulation 87 (6), 1179-1188, 2017
152017
Bayesian estimation of the threshold of a generalised pareto distribution for heavy-tailed observations
C Villa
Test 26 (1), 95-118, 2017
142017
On a loss-based prior for the number of components in mixture models
C Grazian, C Villa, B Liseo
Statistics & Probability Letters 158, 108656, 2020
122020
On a class of objective priors from scoring rules (with discussion)
F Leisen, C Villa, SG Walker
Bayesian Analysis 15 (4), 1345-1423, 2020
112020
A cautionary note on the discrete uniform prior for the binomial N: comment
C Villa, SG Walker
Ecology 95 (9), 2674-2677, 2014
92014
Bayesian models applied to cyber security anomaly detection problems
JA Perusquía, JE Griffin, C Villa
International Statistical Review 90 (1), 78-99, 2022
82022
A loss-based prior for variable selection in linear regression methods
C Villa, JE Lee
72020
An objective Bayes factor with improper priors
C Villa, SG Walker
Computational Statistics & Data Analysis 168, 107404, 2022
62022
Objective bayesian analysis of the Yule–Simon distribution with applications
F Leisen, L Rossini, C Villa
Computational Statistics 33, 99-126, 2018
62018
Objective Bayesian modelling of insurance risks with the skewed Student‐t distribution
F Leisen, JM Marin, C Villa
Applied Stochastic Models in Business and Industry 33 (2), 136-151, 2017
62017
An objective prior from a scoring rule
SG Walker, C Villa
Entropy 23 (7), 833, 2021
52021
Loss-based approach to two-piece location-scale distributions with applications to dependent data
F Leisen, L Rossini, C Villa
Statistical Methods & Applications 29 (2), 309-333, 2020
52020
Bayesian loss-based approach to change point analysis
LC Hinoveanu, F Leisen, C Villa
Computational statistics & data analysis 129, 61-78, 2019
42019
A Property of the Kullback--Leibler Divergence for Location-scale Models
C Villa
arXiv preprint arXiv:1604.01983, 2016
42016
A loss‐based prior for Gaussian graphical models
LC Hinoveanu, F Leisen, C Villa
Australian & New Zealand Journal of Statistics 62 (4), 444-466, 2020
32020
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Artículos 1–20