A Bayesian information criterion for singular models

Estimation under model uncertainty

(2017) Nicholas Tibor Longford   STATISTICA SINICA

Toward Automatic Model Comparison: An Adaptive Sequential Monte Carlo Approach

(2016) Yan Zhou et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Merging Mixture Components for Clustering Through Pairwise Overlap

(2016) Volodymyr Melnykov   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

The Controlled Thermodynamic Integral for Bayesian Model Evidence Evaluation

(2016) Chris J. Oates et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Investigation of the widely applicable Bayesian information criterion

(2016) N. Friel et al.   STATISTICS AND COMPUTING

The discriminative functional mixture model for a comparative analysis of bike sharing systems

(2015) Charles Bouveyron et al.   Annals of Applied Statistics

Tensors of nonnegative rank two

(2015) Elizabeth S. Allman et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Overfitting Bayesian Mixture Models with an Unknown Number of Components

(2015) Zoé van Havre et al.   PLoS One

EM for mixtures

(2015) Jean-Patrick Baudry et al.   STATISTICS AND COMPUTING

Recursive Pathways to Marginal Likelihood Estimation with Prior-Sensitivity Analysis

(2014) Ewan Cameron et al.   STATISTICAL SCIENCE

Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler

(2014) Arthur White et al.   STATISTICS AND COMPUTING

Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels

(2014) P. Alquier et al.   STATISTICS AND COMPUTING

A decision-theoretic approach for segmental classification

(2013) Christopher Yau et al.   Annals of Applied Statistics

The local geometry of finite mixtures

(2013) Elisabeth Gassiat et al.   TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY

Tree cumulants and the geometry of binary tree models

(2012) Piotr Zwiernik et al.   BERNOULLI

Model-based clustering of high-dimensional data: A review

(2012) Charles Bouveyron et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Consistent Order Estimation and Minimal Penalties

(2012) E. Gassiat et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Cointegrating rank selection in models with time-varying variance

(2012) Xu Cheng et al.   JOURNAL OF ECONOMETRICS

Catching up faster by switching sooner: a predictive approach to adaptive estimation with an application to the AIC-BIC dilemma

(2012) Tim van Erven et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Learning Coefficient of Generalization Error in Bayesian Estimation and Vandermonde Matrix-Type Singularity

(2012) Miki Aoyagi et al.   NEURAL COMPUTATION

Estimating the evidence - a review

(2012) Nial Friel et al.   STATISTICA NEERLANDICA

‘All models are wrong...’: an introduction to model uncertainty

(2012) Ernst Wit et al.   STATISTICA NEERLANDICA

Exact Likelihood Ratio Testing for Homogeneity of the Exponential Distribution

(2011) Milan Stehlík et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Asymptotic behaviour of the posterior distribution in overfitted mixture models

(2011) Judith Rousseau et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Sequential Monte Carlo on large binary sampling spaces

(2011) Christian Schäfer et al.   STATISTICS AND COMPUTING

Consistency of objective Bayes factors as the model dimension grows

(2010) Elías Moreno et al.   ANNALS OF STATISTICS

Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem

(2010) James G. Scott et al.   ANNALS OF STATISTICS

A Bayesian Learning Coefficient of Generalization Error and Vandermonde Matrix-Type Singularities

(2010) Miki Aoyagi   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

Combining Mixture Components for Clustering

(2010) Jean-Patrick Baudry et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Methods for merging Gaussian mixture components

(2010) Christian Hennig   Advances in Data Analysis and Classification

Likelihood ratio tests and singularities

(2009) Mathias Drton   ANNALS OF STATISTICS

Identifiability of parameters in latent structure models with many observed variables

(2009) Elizabeth S. Allman et al.   ANNALS OF STATISTICS

Latent class analysis variable selection

(2009) Nema Dean et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Determination of glucose and ethanol in bioethanol production by near infrared spectroscopy and chemometrics

(2008) B. Liebmann et al.   ANALYTICA CHIMICA ACTA

Bounds for Bayesian order identification with application to mixtures

(2008) Antoine Chambaz et al.   ANNALS OF STATISTICS

Extended Bayesian information criteria for model selection with large model spaces

(2008) J. Chen et al.   BIOMETRIKA

Maximum likelihood estimation for multivariate skew normal mixture models

(2008) Tsung I. Lin   JOURNAL OF MULTIVARIATE ANALYSIS

Marginal likelihood estimation via power posteriors

(2008) N. Friel et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

The likelihood ratio test for general mixture models with or without structural parameter

(2008) Jean-Marc Azaïs et al.   ESAIM-Probability and Statistics