% Nouvelles références du chapitre 39 — à fusionner dans library.bib par l'orchestrateur. % Toutes vérifiées le 2026-10-31 par l'API Crossref (titre, auteurs, revue, volume, numéro, pages, année), sauf watanabe2010 % (pas de DOI : page de la revue jmlr.org/papers/v11/watanabe10a.html ouverte le 2026-10-31). % Non citées par \parencite dans ch39.tex (règle de collision : seules les clés déjà dans library.bib y sont citées) ; % le chapitre les mentionne en toutes lettres avec leur DOI dans des notes de bas de page. Après fusion, remplacer ces notes par % \parencite{gelmanRubin1992}, \parencite{gelfandSmith1990}, \parencite{gemanGeman1984}, \parencite{gelman2006}, % \parencite{gelfandSahuCarlin1995}, \parencite{vehtariGelmanGabry2017}, \parencite{watanabe2010}, \parencite{vehtariEtAl2021}, % \parencite{efronMorris1975}. @article{gelmanRubin1992, author = {Gelman, Andrew and Rubin, Donald B.}, title = {Inference from Iterative Simulation Using Multiple Sequences}, journaltitle = {Statistical Science}, volume = {7}, number = {4}, pages = {457--472}, year = {1992}, doi = {10.1214/ss/1177011136}, urldate = {2026-10-31}, note = {Statistique $\hat R$ (facteur de réduction d'échelle potentielle) ; vérifié Crossref} } @article{gelfandSmith1990, author = {Gelfand, Alan E. and Smith, Adrian F. M.}, title = {Sampling-Based Approaches to Calculating Marginal Densities}, journaltitle = {Journal of the American Statistical Association}, volume = {85}, number = {410}, pages = {398--409}, year = {1990}, doi = {10.1080/01621459.1990.10476213}, urldate = {2026-10-31}, note = {Échantillonneur de Gibbs comme outil d'inférence bayésienne générale ; vérifié Crossref} } @article{gemanGeman1984, author = {Geman, Stuart and Geman, Donald}, title = {Stochastic Relaxation, {Gibbs} Distributions, and the {Bayesian} Restoration of Images}, journaltitle = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {PAMI-6}, number = {6}, pages = {721--741}, year = {1984}, doi = {10.1109/TPAMI.1984.4767596}, urldate = {2026-10-31}, note = {Origine de l'échantillonneur de Gibbs ; vérifié Crossref} } @article{gelman2006, author = {Gelman, Andrew}, title = {Prior Distributions for Variance Parameters in Hierarchical Models (Comment on Article by {Browne} and {Draper})}, journaltitle = {Bayesian Analysis}, volume = {1}, number = {3}, pages = {515--534}, year = {2006}, doi = {10.1214/06-BA117A}, urldate = {2026-10-31}, note = {A priori sur la variance des groupes : inverse-gamma $\mathcal{IG}(\epsilon,\epsilon)$ déconseillée, uniforme sur $\tau$ ou demi-Cauchy ; vérifié Crossref} } @article{gelfandSahuCarlin1995, author = {Gelfand, Alan E. and Sahu, Sujit K. and Carlin, Bradley P.}, title = {Efficient Parametrisations for Normal Linear Mixed Models}, journaltitle = {Biometrika}, volume = {82}, number = {3}, pages = {479--488}, year = {1995}, doi = {10.1093/biomet/82.3.479}, urldate = {2026-10-31}, note = {Paramétrisation centrée des modèles linéaires mixtes et mélange du Gibbs ; vérifié Crossref} } @article{vehtariGelmanGabry2017, author = {Vehtari, Aki and Gelman, Andrew and Gabry, Jonah}, title = {Practical {Bayesian} Model Evaluation Using Leave-One-Out Cross-Validation and {WAIC}}, journaltitle = {Statistics and Computing}, volume = {27}, number = {5}, pages = {1413--1432}, year = {2017}, doi = {10.1007/s11222-016-9696-4}, urldate = {2026-10-31}, note = {WAIC, LOO par échantillonnage préférentiel lissé de Pareto (PSIS) ; en ligne 2016, volume imprimé 2017 ; vérifié Crossref} } @article{watanabe2010, author = {Watanabe, Sumio}, title = {Asymptotic Equivalence of {Bayes} Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory}, journaltitle = {Journal of Machine Learning Research}, volume = {11}, pages = {3571--3594}, year = {2010}, url = {https://www.jmlr.org/papers/v11/watanabe10a.html}, urldate = {2026-10-31}, note = {Critère WAIC ; pas de DOI, page de la revue consultée} } @article{vehtariEtAl2021, author = {Vehtari, Aki and Gelman, Andrew and Simpson, Daniel and Carpenter, Bob and B{\"u}rkner, Paul-Christian}, title = {Rank-Normalization, Folding, and Localization: An Improved $\hat{R}$ for Assessing Convergence of {MCMC} (with Discussion)}, journaltitle = {Bayesian Analysis}, volume = {16}, number = {2}, pages = {667--718}, year = {2021}, doi = {10.1214/20-BA1221}, urldate = {2026-10-31}, note = {$\hat R$ scindé et rang-normalisé, ESS pour quantiles ; vérifié Crossref} } @article{efronMorris1975, author = {Efron, Bradley and Morris, Carl}, title = {Data Analysis Using {Stein}'s Estimator and its Generalizations}, journaltitle = {Journal of the American Statistical Association}, volume = {70}, number = {350}, pages = {311--319}, year = {1975}, doi = {10.1080/01621459.1975.10479864}, urldate = {2026-10-31}, note = {Rétrécissement empirique (James–Stein) ; vérifié Crossref} }