Guido Consonni

Prior Distributions for Objective Bayesian Analysis

Guido Consonni, Dimitris Fouskakis, Brunero Liseo et al. · Bayesian Analysis · 2018 · 153 citations · Full text

Computing, Biostatistics, Bayesian Data Analysis +16

Mean-field variational approximate Bayesian inference for latent variable models

Guido Consonni, Jean‐Michel Marin · Computational Statistics & Data Analysis · 2006 · 73 citations · Full text

Computing, Biostatistics, Bayesian Data Analysis +13

A Bayesian Method for Combining Results from Several Binomial Experiments

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

Natural Sciences, Biostatistics, Mathematics +11

Exponential and bayesian conjugate families: Review and extensions

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

Natural Sciences, Mathematics, Bayesian Data Analysis +9

Conjugate Priors for Exponential Families Having Quadratic Variance Functions

Guido Consonni, Piero Veronese · Journal of the American Statistical Association · 1992 · 48 citations

Computing, Decision Sciences, Bayesian Data Analysis +14