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Cristiano Villa
Cristiano Villa
Associate Professor of Statistics, Duke Kunshan University
Verified email at newcastle.ac.uk
Title
Cited by
Cited by
Year
Objective Prior for the Number of Degrees of Freedom of a t Distribution
C Villa, SG Walker
492014
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
282018
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
182017
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
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
112020
Bayesian estimation of the threshold of a generalised pareto distribution for heavy-tailed observations
C Villa
Test 26 (1), 95-118, 2017
102017
On a class of objective priors from scoring rules (with discussion)
F Leisen, C Villa, SG Walker
Bayesian Analysis 15 (4), 1345-1423, 2020
92020
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
72022
A loss-based prior for variable selection in linear regression methods
C Villa, JE Lee
72020
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
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
An objective Bayes factor with improper priors
C Villa, SG Walker
Computational Statistics & Data Analysis 168, 107404, 2022
42022
An objective prior from a scoring rule
SG Walker, C Villa
Entropy 23 (7), 833, 2021
42021
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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