Guido Consonni - Concepedia

Author

Guido Consonni

Also Known As

Consonni G., Consonni, G., Consonni, Guido, Consonni, Guido; UniversitÃ di Pavia; guido.consonni@unipv.it, G. Consonni, GUIDO CONSONNI, Guido Consonni

Publications

962

Citations

H-Index

Concepts

All Affiliations

University of Pavia Università Cattolica del Sacro Cuore Bocconi University University of Modena and Reggio Emilia Athens University of Economics and Business

About

Guido Consonni is an author at University of Pavia specializing in statistical inference, statistics, and bayesian inference.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	14	422
2	Public Health	11	12	391
3	Biostatistics	9	9	197
4	Business	1	1	28
5	Education	1	1	25

Guido Consonni

Publications

817

Citations

H-Index

Page 1

	Year	Citations
Prior Distributions for Objective Bayesian Analysis Guido Consonni, Dimitris Fouskakis, Brunero Liseo, Bayesian Analysis Objective PriorsBayesian StatisticBayesian StatisticsEngineeringHigh-dimensional Method	2018	150
Mean-field variational approximate Bayesian inference for latent variable models Guido Consonni, Jean‐Michel Marin Computational Statistics & Data Analysis Bayesian StatisticsLatent ModelingLatent Variable ModelStatistical InferenceStatistics	2006	70
A Bayesian Method for Combining Results from Several Binomial Experiments Guido Consonni, Piero Veronese Journal of the American Statistical Association Bayesian StatisticBayesian StatisticsBayesian Decision TheoryBayesian MethodEmpirical Bayes	1995	50
Exponential and bayesian conjugate families: Review and extensions Eduardo Gutiérrez‐Peña, A. F. M. Smith, José M. Bernardo, Test Bayesian StatisticBayesian StatisticsBayesian Conjugate FamiliesStatistical InferenceProbability Theory	1997	50
Conjugate Priors for Exponential Families Having Quadratic Variance Functions Guido Consonni, Piero Veronese Journal of the American Statistical Association	1992	46
Objective Bayesian Search of Gaussian Directed Acyclic Graphical Models for Ordered Variables with Non‐Local Priors Davide Altomare, Guido Consonni, Luca La Rocca Biometrics	2013	38
Objective Bayes Covariate‐Adjusted Sparse Graphical Model Selection Guido Consonni, Luca La Rocca, Stefano Peluso Scandinavian Journal of Statistics Bayesian StatisticsEngineeringHigh-dimensional MethodObjective Bayes MethodGraphical Model	2017	36
Bayesian Analysis of Extreme Values by Mixture Modeling Leonardo Bottolo, Guido Consonni, Antonio Lijoi Extremes	2003	33
Objective Bayes Factors for Gaussian Directed Acyclic Graphical Models Guido Consonni, Luca La Rocca Scandinavian Journal of Statistics Bayesian StatisticBayesian StatisticsEngineeringData ScienceGraphical Models	2012	30
Learning Markov Equivalence Classes of Directed Acyclic Graphs: An Objective Bayes Approach Federico Castelletti, Guido Consonni, Marco L. Della Vedova, Bayesian Analysis Directed GraphEngineeringMachine LearningNetwork AnalysisStatistical Relational Learning	2018	28

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