Concepedia

Guido Consonni

GC

27

Publications

817

Citations

18

H-Index

1992

Active since

Affiliations

University of Pavia(Current)

Università Cattolica del Sacro Cuore

Bocconi University

University of Modena and Reggio Emilia

Athens University of Economics and Business

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

Top concepts

Statistical InferenceStatisticsEngineeringBayesian InferenceBayesian StatisticsPublic HealthBiostatisticsData ScienceBayesian MethodsProbability

Publications per year

1992–2023

27

Publications

27

Prior Distributions for Objective Bayesian Analysis

Guido Consonni, Dimitris Fouskakis, Brunero Liseo et al. · Bayesian Analysis · 2018 · 150 citations · Full text

Objective Priors, Bayesian Statistic, Bayesian Statistics +13

Mean-field variational approximate Bayesian inference for latent variable models

Guido Consonni, Jean‐Michel Marin · Computational Statistics & Data Analysis · 2006 · 70 citations

Bayesian Statistics, Latent Modeling, Latent Variable Model +4

A Bayesian Method for Combining Results from Several Binomial Experiments

Guido Consonni, Piero Veronese · Journal of the American Statistical Association · 1995 · 50 citations

Bayesian Statistic, Bayesian Statistics, Bayesian Decision Theory +14

Exponential and bayesian conjugate families: Review and extensions

Eduardo Gutiérrez‐Peña, A. F. M. Smith, José M. Bernardo et al. · Test · 1997 · 50 citations

Bayesian Statistic, Bayesian Statistics, Bayesian Conjugate Families +4

Conjugate Priors for Exponential Families Having Quadratic Variance Functions

Guido Consonni, Piero Veronese · Journal of the American Statistical Association · 1992 · 46 citations

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