Stefano Cabras

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All published works

Action	Title	Year	Authors
+	A bootstrap procedure to estimate the causal effect of a public policy, considering overlap and imperfect compliance	2024	Stefano Cabras
+ PDF Chat	Model Uncertainty and Missing Data: An Objective Bayesian Perspective	2024	Gonzalo García‐Donato María Eugenia Castellanos Stefano Cabras Alicia Quirós Anabel Forte
+ PDF Chat	Model uncertainty quantification in Cox regression	2023	Gonzalo García‐Donato Stefano Cabras María Eugenia Castellanos
+ PDF Chat	A Bayesian-Deep Learning Model for Estimating COVID-19 Evolution in Spain	2021	Stefano Cabras
+ PDF Chat	Goodness of fit for models with intractable likelihood	2021	Stefano Cabras María Eugenia Castellanos Oliver Ratmann
+ PDF Chat	A Dirichlet Process Prior Approach for Covariate Selection	2020	Stefano Cabras
+	A Bayesian - Deep Learning model for estimating Covid-19 evolution in Spain	2020	Stefano Cabras
+ PDF Chat	A Model Selection Approach for Variable Selection with Censored Data	2020	María Eugenia Castellanos Gonzalo García‐Donato Stefano Cabras
+	A Bayesian - Deep Learning model for estimating Covid-19 evolution in Spain	2020	Stefano Cabras
+	Minimum Wage and Employment: Escaping the Parametric Straitjacket	2017	Stefano Cabras Ján Fidrmuc Juan de Dios Tena
+ PDF Chat	<i>P</i>‐value calibration in multiple hypotheses testing	2017	Stefano Cabras María Eugenia Castellanos
+ PDF Chat	A Markov chain representation of the multiple testing problem	2016	Stefano Cabras
+ PDF Chat	A Bayesian non-parametric modeling to estimate student response to ICT investment	2016	Stefano Cabras Juan de Dios Tena Horrillo
+	Minimum wage and employment: Escaping the parametric straitjacket	2016	Stefano Cabras Ján Fidrmuc Juan de Dios Tena
+ PDF Chat	Approximate Bayesian Computation by Modelling Summary Statistics in a Quasi-likelihood Framework	2015	Stefano Cabras María Eugenia Castellanos Erlis Ruli
+ PDF Chat	Higher order asymptotic computation of Bayesian significance tests for precise null hypotheses in the presence of nuisance parameters	2014	Stefano Cabras Walter Racugno Laura Ventura
+ PDF Chat	A new minimal training sample scheme for intrinsic Bayes factors in censored data	2014	Stefano Cabras María Eugenia Castellanos Silvia Perra
+	Comparison of objective Bayes factors for variable selection in parametric regression models for survival analysis	2014	Stefano Cabras María Eugenia Castellanos Silvia Perra
+	A Quasi likelihood approximation of posterior distributions for likelihood-intractable complex models	2014	Stefano Cabras María Eugenia Castellanos Erlis Ruli
+	Zellner-Siow Priors for variable selection with censored data	2014	Stefano Cabras Maria Eugenia Castellanos Nueda
+	An ABC/quasi-likelihood approach for linkage/GWAS study of a Sardinian genetic isolate	2014	Stefano Cabras Erlis Ruli Mario Pirastu Maria Pina Concas
+	Objective Bayesian Variable Selection for Censored Data	2013	M. E. Castellanos Stefano Cabras Silvia Perra
+ PDF Chat	Bayesian analysis of a disability model for lung cancer survival	2012	Carmen Armero Stefano Cabras María Eugenia Castellanos Silvia Perra Alicia Quirós M Oruezábal Javier Sánchez-Rubio Ferrández
+	A Matching Prior for the Shape Parameter of the Skew‐Normal Distribution	2012	Stefano Cabras Walter Racugno María Eugenia Castellanos Laura Ventura
+ PDF Chat	Unscaled Bayes factors for multiple hypothesis testing in microarray experiments	2012	Francesco Bertolino Stefano Cabras María Eugenia Castellanos Walter Racugno
+	A default Bayesian approach for regression on extremes	2011	Stefano Cabras María Eugenia Castellanos Dani Gamerman
+ PDF Chat	Goodness-of-fit of conditional regression models for multiple imputation	2011	Stefano Cabras María Eugenia Castellanos Alicia Quirós
+ PDF Chat	Goodness-of-fit of conditional regression models for multiple imputation	2011	Stefano Cabras María Eugenia Castellanos Alicia Quirós
+	A bayesian approach for estimating extreme quantiles under a semiparametric mixture model	2011	Stefano Cabras María Eugenia Castellanos
+ PDF Chat	A strategy analysis for genetic association studies with known inbreeding	2011	Stefano Cabras María Eugenia Castellanos Ginevra Biino Ivana Persico Alessandro Sassu Laura Casula Stefano Del Giacco Francesco Bertolino Mario Pirastu Nicola Pirastu
+	Intrinsic Bayes Factors for variable selection in Weibull regression with right censored data	2011	Stefano Cabras M. E. Castellanos Silvia Perra
+	A default Bayesian approach for model choice in Weibull regression	2011	Silvia Perra Stefano Cabras M. E. Castellanos
+	Bayesian Weibull survival and multi-state models for the progression of stage IV non-small cells lung cancer	2011	Silvia Perra Alfredo Blanco Quirós Carmen Armero Stefano Cabras M. E. Castellanos M Oruezábal J. Sanchez Rubio
+ PDF Chat	Default prior distributions from quasi- and quasi-profile likelihoods	2010	Laura Ventura Stefano Cabras Walter Racugno
+	Goodness-of-fit for Multiple Imputation	2010	Stefano Cabras A. Quiros
+	Default prior distributions from quasi- and quasi-profile likelihoods in the presence of nuisance parameters	2010	Laura Ventura Stefano Cabras W. Racugno
+	A note on multiple testing for composite null hypotheses	2009	Stefano Cabras
+	Prior Distributions From Pseudo-Likelihoods in the Presence of Nuisance Parameters	2009	Laura Ventura Stefano Cabras Walter Racugno
+	Unravelling the genetics of complex diseases through random forest: Application to genome wide association of Asthma in a genetic isolate of Ogliastra	2009	Stefano Cabras Nicola Pirastu Laura Casula Me Castellanos Ivana Persico A Sassu Ginevra Biino Stefano Del Giacco Mario Pirastu
+	A matching prior for the Shape Parameter of the Skew-Normal Distribution	2009	Stefano Cabras Me Castellanos Walter Racugno Laura Ventura
+	Bayes factors for multiple testing	2009	Francesco Bertolino Stefano Cabras Walter Racugno
+ PDF Chat	Default Bayesian goodness-of-fit tests for the skew-normal model	2008	Stefano Cabras María Eugenia Castellanos
+	Default priors from pseudo-likelihoods in the presence of nuisance parameter	2007	Stefano Cabras Walter Racugno Laura Ventura
+	Extreme value analysis within a parametric outlier detection framework	2006	Stefano Cabras Javier Morales
+	A Nonparametric Bootstrap Test for the Equality of Coefficients of Variation	2006	Stefano Cabras G. Mostallino Walter Racugno
+	A default Bayesian procedure for the generalized Pareto distribution	2006	María Eugenia Castellanos Stefano Cabras
+	A non-parametric bootstrap test for the equality of coefficients of variation	2006	Stefano Cabras G. Mostallino W. Racugno
+	Bayesian inference on the scalar skew-normal distribution	2006	Stefano Cabras Walter Racugno Laura Ventura
+	Comparison of Skewness in two populations	2006	Stefano Cabras Me Castellanos

Common Coauthors

Coauthor	Papers Together
M. E. Castellanos	23
Laura Ventura	8
Walter Racugno	8
Silvia Perra	7
Alicia Quirós	4
Erlis Ruli	3
Mario Pirastu	3
Gonzalo García‐Donato	3
Francesco Bertolino	3
Nicola Pirastu	2
Stefano Del Giacco	2
Ivana Persico	2
Ginevra Biino	2
Juan de Dios Tena	2
W. Racugno	2
Walter Racugno	2
Laura Casula	2
M Oruezábal	2
Ján Fidrmuc	2
Carmen Armero	2
Me Castellanos	2
G. Mostallino	2
A Sassu	1
J. Sanchez Rubio	1
Anabel Forte	1
Maria Eugenia Castellanos Nueda	1
Me Castellanos	1
Oliver Ratmann	1
A. Quiros	1
Maria Pina Concas	1
Javier Sánchez-Rubio Ferrández	1
Javier Morales	1
Juan de Dios Tena Horrillo	1
Alessandro Sassu	1
Dani Gamerman	1
Alfredo Blanco Quirós	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Objective Bayesian Methods for Model Selection: Introduction and Comparison	2001	James O. Berger Luis R. Pericchi	8
+	The Intrinsic Bayes Factor for Model Selection and Prediction	1996	James O. Berger Luis R. Pericchi	7
+	Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem	2010	James G. Scott James O. Berger	7
+	Robust likelihood functions in Bayesian inference	2007	Luca Greco Walter Racugno Laura Ventura	6
+ PDF Chat	Training samples in objective Bayesian model selection	2004	James O. Berger Luis R. Pericchi	6
+ PDF Chat	Bayesian Information Criterion for Censored Survival Models	2000	Chris Volinsky Adrian E. Raftery	6
+	Quasi Bayesian likelihood	2006	Lu Lin	6
+	<i>P</i>Values for Composite Null Models	2000	M. J. Bayarri James O. Berger	5
+	Criteria for Bayesian model choice with application to variable selection	2012	M. J. Bayarri James O. Berger Anabel Forte Gonzalo García‐Donato	5
+	A note on reference priors for the scalar skew-normal distribution	2004	Brunero Liseo Nicola Loperfido	5
+ PDF Chat	Marginal Likelihood From the Metropolis–Hastings Output	2001	Siddhartha Chib Ivan Jeliazkov	5
+	An Intrinsic Limiting Procedure for Model Selection and Hypotheses Testing	1998	Elı́as Moreno Francesco Bertolino Walter Racugno	5
+	Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing	1995	Yoav Benjamini Yosef Hochberg	5
+	Bayes Factors	1995	Robert E. Kass Adrian E. Raftery	5
+ PDF Chat	Posterior odds ratios for selected regression hypotheses	1980	A. Zellner Aloysius Siow	5
+ PDF Chat	Default prior distributions from quasi- and quasi-profile likelihoods	2010	Laura Ventura Stefano Cabras Walter Racugno	4
+	Mixtures of <i>g</i> Priors for Bayesian Variable Selection	2008	Feng Liang Rui Paulo Germán Molina Merlise A. Clyde James O. Berger	4
+ PDF Chat	Microarrays, Empirical Bayes and the Two-Groups Model	2008	Bradley Efron	4
+ PDF Chat	Bayesian Checking of the Second Levels of Hierarchical Models	2007	M. J. Bayarri M. E. Castellanos	4
+	Bayesian Model Selection Approach to Analysis of Variance Under Heteroscedasticity	2000	Francesco Bertolino Walter Racugno EloA Moreno	4
+	Bayesian empirical likelihood	2003	Nicole A. Lazar	4
+	P Values for Composite Null Models	2000	M. J. Bayarri James O. Berger	4
+	Prior Distributions From Pseudo-Likelihoods in the Presence of Nuisance Parameters	2009	Laura Ventura Stefano Cabras Walter Racugno	4
+	Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skew<i>t</i>-Distribution	2003	Adelchi Azzalini Antonella Capitanio	4
+ PDF Chat	Optimal predictive model selection	2004	Maria Maddalena Barbieri James O. Berger	4
+	Fractional Bayes Factors for Model Comparison	1995	Anthony O’Hagan	4
+	A note on multiple testing for composite null hypotheses	2009	Stefano Cabras	4
+	On the relationship between Bayesian and non-Bayesian elimination of nuisance parameters	1999	Thomas A. Severini	4
+	Bayesian inference on the scalar skew-normal distribution	2006	Stefano Cabras Walter Racugno Laura Ventura	4
+ PDF Chat	Comparison of Bayesian objective procedures for variable selection in linear regression	2008	Elı́as Moreno F. J. Girón	3
+	APPROACHES FOR BAYESIAN VARIABLE SELECTION	1997	Edward I. George Robert E. McCulloch	3
+	Bayesian Computation with R	2009	Jim Albert	3
+	Proper likelihoods for Bayesian analysis	1992	John F. Monahan Dennis D. Boos	3
+	None	2002	Gianfranco Adimari Laura Ventura	3
+ PDF Chat	The control of the false discovery rate in multiple testing under dependency	2001	Yoav Benjamini Daniel Yekutieli	3
+	Integrated likelihood functions for non-Bayesian inference	2007	Thomas A. Severini	3
+	Adjusted profile estimating function	2003	M. Wang	3
+ PDF Chat	Bayesian analysis of extreme events with threshold estimation	2004	Cibele N Behrens Hedibert F. Lopes Dani Gamerman	3
+ PDF Chat	Constructing Summary Statistics for Approximate Bayesian Computation: Semi-Automatic Approximate Bayesian Computation	2012	Paul Fearnhead Dennis Prangle	3
+	ACCURATE AND STABLE BAYESIAN MODEL SELECTION: THE MEDIAN INTRINSIC BAYES FACTOR*	2002	Luis R. Pericchi	3
+	Modified quasi-profile likelihoods from estimating functions	2008	Ruggero Bellio Luca Greco Laura Ventura	3
+	Elimination of nuisance parameters with reference priors	1993	Brunero Liseo	3
+	Default Bayesian analysis of the Behrens–Fisher problem	1999	Elı́as Moreno Francesco Bertolino Walter Racugno	3
+	Optimal estimating functions, quasi-likelihood and statistical modelling	1997	Anthony F. Desmond	3
+	Bayesian Nonparametric Modeling for Causal Inference	2010	Jennifer Hill	3
+	A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion	1995	Robert E. Kass Larry Wasserman	3
+	Fitting the Generalized Pareto Distribution to Data	1997	Enrique Castillo Ali S. Hadi	3
+ PDF Chat	Size, power and false discovery rates	2007	Bradley Efron	3
+	Asymptotic Distribution of<i>P</i>Values in Composite Null Models	2000	James M. Robins Aad van der Vaart Valérie Ventura	3
+	Parameter Orthogonality and Bias Adjustment for Estimating Functions	2004	Bent Jørgensen Sven Jesper Knudsen	3