On Bayesian analysis of mixtures with an unknown number of components. Discussion. Author's reply
Identifieur interne : 00CF83 ( Main/Exploration ); précédent : 00CF82; suivant : 00CF84On Bayesian analysis of mixtures with an unknown number of components. Discussion. Author's reply
Auteurs : S. Richardson [France] ; P. J. Green [Royaume-Uni] ; C. P. Robert [France] ; M. Aitkin [Royaume-Uni] ; D. R. Cox [Royaume-Uni] ; M. Stephens [Royaume-Uni] ; A. Polymenis [Royaume-Uni] ; W. R. Gilks [Royaume-Uni] ; A. Nobile [Royaume-Uni] ; M. Hodgson [Royaume-Uni] ; A. O'Hagan [Royaume-Uni] ; N. T. Longford [Royaume-Uni] ; A. P. Dawid [Royaume-Uni] ; A. C. Atkinson [Royaume-Uni] ; J. M. Bernardo [Espagne] ; J. Besag [États-Unis] ; S. P. Brooks [Royaume-Uni] ; S. Byers [États-Unis] ; A. Raftery [États-Unis] ; G. Celeux [France] ; R. C. H. Cheng [Royaume-Uni] ; W. B. Liu [Royaume-Uni] ; Y.-H. Chien [États-Unis] ; E. I. George [États-Unis] ; N. Cressie [États-Unis] ; H.-C. Huang [États-Unis] ; M.-A. Gruet [France] ; C. P. Robert [France] ; S. C. Heath [États-Unis] ; C. Jennison [Royaume-Uni] ; A. B. Lawson [Royaume-Uni] ; A. Clark [Royaume-Uni] ; G. Mclachlan [Australie] ; D. Peel [Australie] ; K. Mengersen [Australie] ; A. George [Australie] ; A. Philippe [France] ; K. Roeder [États-Unis] ; L. Wasserman [États-Unis] ; P. Schlattmann [Allemagne] ; D. Böhning [Allemagne] ; D. M. Titterington [Royaume-Uni] ; H. Tong [Royaume-Uni] ; M. WestSource :
- Journal of the Royal Statistical Society. Series B. Methodological [ 0035-9246 ] ; 1997.
Descripteurs français
- Pascal (Inist)
- Mélange, Chaîne Markov, Méthode Monte Carlo, Loi conjointe, Loi a posteriori, Processus naissance mort, Classification, Analyse sensibilité, Etiquetage, Modèle a priori, Mélange normal, Loi prédictive, Saut réversible, Performance statistique, Classification Bayes, Analyse Bayes, Nombre composante, Espace paramètre, Modèle hiérarchique.
- Wicri :
- topic : Classification.
English descriptors
- KwdEn :
Abstract
New methodology for fully Bayesian mixture analysis is developed, making use of reversible jump Markov chain Monte Carlo methods that are capable of jumping between the parameter subspaces corresponding to different numbers of components in the mixture. A sample from the full joint distribution of all unknown variables is thereby generated, and this can be used as a basis for a thorough presentation of many aspects of the posterior distribution. The methodology is applied here to the analysis of univariate normal mixtures, using a hierarchical prior model that offers an approach to dealing with weak prior information while avoiding the mathematical pitfalls of using improper priors in the mixture context.
Affiliations:
- Allemagne, Australie, Espagne, France, Royaume-Uni, États-Unis
- Angleterre, Berlin, Grand Londres, Haute-Normandie, Iowa, Nottinghamshire, Oxfordshire, Pennsylvanie, Région Normandie, Washington (État), Écosse
- Ames (Iowa), Berlin, Glasgow, Londres, Nottingham, Oxford, Pittsburgh, Rouen, Seattle
- University College de Londres, Université Carnegie-Mellon, Université d'Oxford, Université d'État de l'Iowa, Université de Glasgow, Université de Nottingham, Université de Rouen, Université de Washington
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Hodgson</name><affiliation wicri:level="1"><inist:fA14 i1="02"><s1>University of Bristol</s1><s3>GBR</s3><sZ>2 aut.</sZ><sZ>9 aut.</sZ><sZ>10 aut.</sZ><sZ>17 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Bristol</wicri:noRegion></affiliation></author><author><name sortKey="O Hagan, A" sort="O Hagan, A" uniqKey="O Hagan A" first="A." last="O'Hagan">A. O'Hagan</name><affiliation wicri:level="4"><inist:fA14 i1="08"><s1>University of Nottingham</s1><s3>GBR</s3><sZ>11 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Nottingham</settlement><region type="nation">Angleterre</region><region type="région" nuts="1">Nottinghamshire</region></placeName><orgName type="university">Université de Nottingham</orgName></affiliation></author><author><name sortKey="Longford, N T" sort="Longford, N T" uniqKey="Longford N" first="N. T." last="Longford">N. T. 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Byers</name><affiliation wicri:level="4"><inist:fA14 i1="13"><s1>University of Washington</s1><s2>Seattle</s2><s3>USA</s3><sZ>16 aut.</sZ><sZ>18 aut.</sZ><sZ>19 aut.</sZ><sZ>29 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Seattle</settlement><region type="state">Washington (État)</region></placeName><orgName type="university">Université de Washington</orgName></affiliation></author><author><name sortKey="Raftery, A" sort="Raftery, A" uniqKey="Raftery A" first="A." last="Raftery">A. Raftery</name><affiliation wicri:level="4"><inist:fA14 i1="13"><s1>University of Washington</s1><s2>Seattle</s2><s3>USA</s3><sZ>16 aut.</sZ><sZ>18 aut.</sZ><sZ>19 aut.</sZ><sZ>29 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Seattle</settlement><region type="state">Washington (État)</region></placeName><orgName type="university">Université de Washington</orgName></affiliation></author><author><name sortKey="Celeux, G" sort="Celeux, G" uniqKey="Celeux G" first="G." last="Celeux">G. Celeux</name><affiliation wicri:level="1"><inist:fA14 i1="14"><s1>Institut Nationale de Recherche en Informatique et Automatique</s1><s2>Rhônes-Alpes</s2><s3>FRA</s3><sZ>20 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Rhônes-Alpes</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche en Informatique et Automatique</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche en Informatique et Automatique</wicri:noRegion></affiliation></author><author><name sortKey="Cheng, R C H" sort="Cheng, R C H" uniqKey="Cheng R" first="R. C. H." last="Cheng">R. C. H. Cheng</name><affiliation wicri:level="1"><inist:fA14 i1="15"><s1>University of Kent</s1><s2>Canterbury</s2><s3>GBR</s3><sZ>21 aut.</sZ><sZ>22 aut.</sZ><sZ>43 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Kent</wicri:noRegion></affiliation></author><author><name sortKey="Liu, W B" sort="Liu, W B" uniqKey="Liu W" first="W. B." last="Liu">W. B. Liu</name><affiliation wicri:level="1"><inist:fA14 i1="15"><s1>University of Kent</s1><s2>Canterbury</s2><s3>GBR</s3><sZ>21 aut.</sZ><sZ>22 aut.</sZ><sZ>43 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Kent</wicri:noRegion></affiliation></author><author><name sortKey="Chien, Y H" sort="Chien, Y H" uniqKey="Chien Y" first="Y.-H." last="Chien">Y.-H. Chien</name><affiliation wicri:level="1"><inist:fA14 i1="16"><s1>University of Texas</s1><s2>Austin</s2><s3>USA</s3><sZ>23 aut.</sZ><sZ>24 aut.</sZ></inist:fA14><country>États-Unis</country><wicri:noRegion>University of Texas</wicri:noRegion></affiliation></author><author><name sortKey="George, E I" sort="George, E I" uniqKey="George E" first="E. I." last="George">E. I. George</name><affiliation wicri:level="1"><inist:fA14 i1="16"><s1>University of Texas</s1><s2>Austin</s2><s3>USA</s3><sZ>23 aut.</sZ><sZ>24 aut.</sZ></inist:fA14><country>États-Unis</country><wicri:noRegion>University of Texas</wicri:noRegion></affiliation></author><author><name sortKey="Cressie, N" sort="Cressie, N" uniqKey="Cressie N" first="N." last="Cressie">N. Cressie</name><affiliation wicri:level="4"><inist:fA14 i1="17"><s1>Iowa State University</s1><s2>Ames</s2><s3>USA</s3><sZ>25 aut.</sZ><sZ>26 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Ames (Iowa)</settlement><region type="state">Iowa</region></placeName><orgName type="university">Université d'État de l'Iowa</orgName></affiliation></author><author><name sortKey="Huang, H C" sort="Huang, H C" uniqKey="Huang H" first="H.-C." last="Huang">H.-C. Huang</name><affiliation wicri:level="4"><inist:fA14 i1="17"><s1>Iowa State University</s1><s2>Ames</s2><s3>USA</s3><sZ>25 aut.</sZ><sZ>26 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Ames (Iowa)</settlement><region type="state">Iowa</region></placeName><orgName type="university">Université d'État de l'Iowa</orgName></affiliation></author><author><name sortKey="Gruet, M A" sort="Gruet, M A" uniqKey="Gruet M" first="M.-A." last="Gruet">M.-A. Gruet</name><affiliation wicri:level="1"><inist:fA14 i1="18"><s1>Institut Nationale de Recherche Agronomique</s1><s2>Jouy en Josas</s2><s3>FRA</s3><sZ>27 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Jouy en Josas</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche Agronomique</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche Agronomique</wicri:noRegion></affiliation></author><author><name sortKey="Robert, C P" sort="Robert, C P" uniqKey="Robert C" first="C. P." last="Robert">C. P. Robert</name><affiliation wicri:level="1"><inist:fA14 i1="03"><s1>Centre de Recherche en Economie et Statistique</s1><s2>Malakoff</s2><s3>FRA</s3><sZ>3 aut.</sZ><sZ>28 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Malakoff</wicri:noRegion><wicri:noRegion>Centre de Recherche en Economie et Statistique</wicri:noRegion><wicri:noRegion>Centre de Recherche en Economie et Statistique</wicri:noRegion></affiliation></author><author><name sortKey="Heath, S C" sort="Heath, S C" uniqKey="Heath S" first="S. C." last="Heath">S. C. Heath</name><affiliation wicri:level="4"><inist:fA14 i1="13"><s1>University of Washington</s1><s2>Seattle</s2><s3>USA</s3><sZ>16 aut.</sZ><sZ>18 aut.</sZ><sZ>19 aut.</sZ><sZ>29 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Seattle</settlement><region type="state">Washington (État)</region></placeName><orgName type="university">Université de Washington</orgName></affiliation></author><author><name sortKey="Jennison, C" sort="Jennison, C" uniqKey="Jennison C" first="C." last="Jennison">C. Jennison</name><affiliation wicri:level="1"><inist:fA14 i1="19"><s1>University of Bath</s1><s3>GBR</s3><sZ>30 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Bath</wicri:noRegion></affiliation></author><author><name sortKey="Lawson, A B" sort="Lawson, A B" uniqKey="Lawson A" first="A. B." last="Lawson">A. B. Lawson</name><affiliation wicri:level="1"><inist:fA14 i1="20"><s1>University of Abertay</s1><s2>Dundee</s2><s3>GBR</s3><sZ>31 aut.</sZ><sZ>32 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Abertay</wicri:noRegion></affiliation></author><author><name sortKey="Clark, A" sort="Clark, A" uniqKey="Clark A" first="A." last="Clark">A. Clark</name><affiliation wicri:level="1"><inist:fA14 i1="20"><s1>University of Abertay</s1><s2>Dundee</s2><s3>GBR</s3><sZ>31 aut.</sZ><sZ>32 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Abertay</wicri:noRegion></affiliation></author><author><name sortKey="Mclachlan, G" sort="Mclachlan, G" uniqKey="Mclachlan G" first="G." last="Mclachlan">G. Mclachlan</name><affiliation wicri:level="1"><inist:fA14 i1="21"><s1>University of Queensland</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>33 aut.</sZ><sZ>34 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>University of Queensland</wicri:noRegion></affiliation></author><author><name sortKey="Peel, D" sort="Peel, D" uniqKey="Peel D" first="D." last="Peel">D. Peel</name><affiliation wicri:level="1"><inist:fA14 i1="21"><s1>University of Queensland</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>33 aut.</sZ><sZ>34 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>University of Queensland</wicri:noRegion></affiliation></author><author><name sortKey="Mengersen, K" sort="Mengersen, K" uniqKey="Mengersen K" first="K." last="Mengersen">K. Mengersen</name><affiliation wicri:level="1"><inist:fA14 i1="22"><s1>Queensland University of Technology</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>35 aut.</sZ><sZ>36 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Queensland University of Technology</wicri:noRegion></affiliation></author><author><name sortKey="George, A" sort="George, A" uniqKey="George A" first="A." last="George">A. George</name><affiliation wicri:level="1"><inist:fA14 i1="22"><s1>Queensland University of Technology</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>35 aut.</sZ><sZ>36 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Queensland University of Technology</wicri:noRegion></affiliation></author><author><name sortKey="Philippe, A" sort="Philippe, A" uniqKey="Philippe A" first="A." last="Philippe">A. Philippe</name><affiliation wicri:level="4"><inist:fA14 i1="23"><s1>Université de Rouen</s1><s2>Mont-Saint-Aignan</s2><s3>FRA</s3><sZ>37 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Université de Rouen</wicri:noRegion><placeName><settlement type="city">Rouen</settlement><region type="region" nuts="2">Région Normandie</region><region type="old region" nuts="2">Haute-Normandie</region></placeName><orgName type="university">Université de Rouen</orgName></affiliation></author><author><name sortKey="Roeder, K" sort="Roeder, K" uniqKey="Roeder K" first="K." last="Roeder">K. Roeder</name><affiliation wicri:level="4"><inist:fA14 i1="24"><s1>Carnegie Mellon University</s1><s2>Pittsburgh</s2><s3>USA</s3><sZ>38 aut.</sZ><sZ>39 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Pittsburgh</settlement><region type="state">Pennsylvanie</region><settlement type="city">Pittsburgh</settlement></placeName><orgName type="university">Université Carnegie-Mellon</orgName></affiliation></author><author><name sortKey="Wasserman, L" sort="Wasserman, L" uniqKey="Wasserman L" first="L." last="Wasserman">L. Wasserman</name><affiliation wicri:level="4"><inist:fA14 i1="24"><s1>Carnegie Mellon University</s1><s2>Pittsburgh</s2><s3>USA</s3><sZ>38 aut.</sZ><sZ>39 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Pittsburgh</settlement><region type="state">Pennsylvanie</region><settlement type="city">Pittsburgh</settlement></placeName><orgName type="university">Université Carnegie-Mellon</orgName></affiliation></author><author><name sortKey="Schlattmann, P" sort="Schlattmann, P" uniqKey="Schlattmann P" first="P." last="Schlattmann">P. Schlattmann</name><affiliation wicri:level="3"><inist:fA14 i1="25"><s1>Free University</s1><s2>Berlin</s2><s3>DEU</s3><sZ>40 aut.</sZ><sZ>41 aut.</sZ></inist:fA14><country>Allemagne</country><placeName><region type="land" nuts="3">Berlin</region><settlement type="city">Berlin</settlement></placeName></affiliation></author><author><name sortKey="Bohning, D" sort="Bohning, D" uniqKey="Bohning D" first="D." last="Böhning">D. Böhning</name><affiliation wicri:level="3"><inist:fA14 i1="25"><s1>Free University</s1><s2>Berlin</s2><s3>DEU</s3><sZ>40 aut.</sZ><sZ>41 aut.</sZ></inist:fA14><country>Allemagne</country><placeName><region type="land" nuts="3">Berlin</region><settlement type="city">Berlin</settlement></placeName></affiliation></author><author><name sortKey="Titterington, D M" sort="Titterington, D M" uniqKey="Titterington D" first="D. M." last="Titterington">D. M. Titterington</name><affiliation wicri:level="4"><inist:fA14 i1="06"><s1>University of Glasgow</s1><s3>GBR</s3><sZ>7 aut.</sZ><sZ>42 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Glasgow</settlement><region type="country">Écosse</region></placeName><orgName type="university">Université de Glasgow</orgName></affiliation></author><author><name sortKey="Tong, H" sort="Tong, H" uniqKey="Tong H" first="H." last="Tong">H. Tong</name><affiliation wicri:level="1"><inist:fA14 i1="15"><s1>University of Kent</s1><s2>Canterbury</s2><s3>GBR</s3><sZ>21 aut.</sZ><sZ>22 aut.</sZ><sZ>43 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Kent</wicri:noRegion></affiliation></author><author><name sortKey="West, M" sort="West, M" uniqKey="West M" first="M." last="West">M. West</name></author></titleStmt><publicationStmt><idno type="wicri:source">INIST</idno><idno type="inist">97-0505845</idno><date when="1997">1997</date><idno type="stanalyst">PASCAL 97-0505845 INIST</idno><idno type="RBID">Pascal:97-0505845</idno><idno type="wicri:Area/PascalFrancis/Corpus">006907</idno><idno type="wicri:Area/PascalFrancis/Curation">006762</idno><idno type="wicri:Area/PascalFrancis/Checkpoint">006671</idno><idno type="wicri:explorRef" wicri:stream="PascalFrancis" wicri:step="Checkpoint">006671</idno><idno type="wicri:doubleKey">0035-9246:1997:Richardson S:on:bayesian:analysis</idno><idno type="wicri:Area/Main/Merge">00E107</idno><idno type="wicri:Area/Main/Curation">00CF83</idno><idno type="wicri:Area/Main/Exploration">00CF83</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a">On Bayesian analysis of mixtures with an unknown number of components. Discussion. Author's reply</title><author><name sortKey="Richardson, S" sort="Richardson, S" uniqKey="Richardson S" first="S." last="Richardson">S. Richardson</name><affiliation wicri:level="1"><inist:fA14 i1="01"><s1>Institut National de la Santé et de la Recherche Médicale</s1><s2>Villejuif</s2><s3>FRA</s3><sZ>1 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Villejuif</wicri:noRegion><wicri:noRegion>Institut National de la Santé et de la Recherche Médicale</wicri:noRegion><wicri:noRegion>Institut National de la Santé et de la Recherche Médicale</wicri:noRegion></affiliation></author><author><name sortKey="Green, P J" sort="Green, P J" uniqKey="Green P" first="P. J." last="Green">P. J. Green</name><affiliation wicri:level="1"><inist:fA14 i1="02"><s1>University of Bristol</s1><s3>GBR</s3><sZ>2 aut.</sZ><sZ>9 aut.</sZ><sZ>10 aut.</sZ><sZ>17 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Bristol</wicri:noRegion></affiliation></author><author><name sortKey="Robert, C P" sort="Robert, C P" uniqKey="Robert C" first="C. P." last="Robert">C. P. Robert</name><affiliation wicri:level="1"><inist:fA14 i1="03"><s1>Centre de Recherche en Economie et Statistique</s1><s2>Malakoff</s2><s3>FRA</s3><sZ>3 aut.</sZ><sZ>28 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Malakoff</wicri:noRegion><wicri:noRegion>Centre de Recherche en Economie et Statistique</wicri:noRegion><wicri:noRegion>Centre de Recherche en Economie et Statistique</wicri:noRegion></affiliation></author><author><name sortKey="Aitkin, M" sort="Aitkin, M" uniqKey="Aitkin M" first="M." last="Aitkin">M. Aitkin</name><affiliation wicri:level="1"><inist:fA14 i1="04"><s1>University of Newcastle</s1><s3>GBR</s3><sZ>4 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Newcastle</wicri:noRegion></affiliation></author><author><name sortKey="Cox, D R" sort="Cox, D R" uniqKey="Cox D" first="D. R." last="Cox">D. R. Cox</name><affiliation wicri:level="4"><inist:fA14 i1="05"><s1>University of Oxford</s1><s3>GBR</s3><sZ>5 aut.</sZ><sZ>6 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Oxford</settlement><region type="nation">Angleterre</region><region type="région" nuts="1">Oxfordshire</region></placeName><orgName type="university">Université d'Oxford</orgName></affiliation></author><author><name sortKey="Stephens, M" sort="Stephens, M" uniqKey="Stephens M" first="M." last="Stephens">M. Stephens</name><affiliation wicri:level="4"><inist:fA14 i1="05"><s1>University of Oxford</s1><s3>GBR</s3><sZ>5 aut.</sZ><sZ>6 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Oxford</settlement><region type="nation">Angleterre</region><region type="région" nuts="1">Oxfordshire</region></placeName><orgName type="university">Université d'Oxford</orgName></affiliation></author><author><name sortKey="Polymenis, A" sort="Polymenis, A" uniqKey="Polymenis A" first="A." last="Polymenis">A. Polymenis</name><affiliation wicri:level="4"><inist:fA14 i1="06"><s1>University of Glasgow</s1><s3>GBR</s3><sZ>7 aut.</sZ><sZ>42 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Glasgow</settlement><region type="country">Écosse</region></placeName><orgName type="university">Université de Glasgow</orgName></affiliation></author><author><name sortKey="Gilks, W R" sort="Gilks, W R" uniqKey="Gilks W" first="W. R." last="Gilks">W. R. Gilks</name><affiliation wicri:level="1"><inist:fA14 i1="07"><s1>Medical Research Council Biostatistics Unit</s1><s2>Cambridge</s2><s3>GBR</s3><sZ>8 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>Medical Research Council Biostatistics Unit</wicri:noRegion></affiliation></author><author><name sortKey="Nobile, A" sort="Nobile, A" uniqKey="Nobile A" first="A." last="Nobile">A. Nobile</name><affiliation wicri:level="1"><inist:fA14 i1="02"><s1>University of Bristol</s1><s3>GBR</s3><sZ>2 aut.</sZ><sZ>9 aut.</sZ><sZ>10 aut.</sZ><sZ>17 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Bristol</wicri:noRegion></affiliation></author><author><name sortKey="Hodgson, M" sort="Hodgson, M" uniqKey="Hodgson M" first="M." last="Hodgson">M. Hodgson</name><affiliation wicri:level="1"><inist:fA14 i1="02"><s1>University of Bristol</s1><s3>GBR</s3><sZ>2 aut.</sZ><sZ>9 aut.</sZ><sZ>10 aut.</sZ><sZ>17 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Bristol</wicri:noRegion></affiliation></author><author><name sortKey="O Hagan, A" sort="O Hagan, A" uniqKey="O Hagan A" first="A." last="O'Hagan">A. O'Hagan</name><affiliation wicri:level="4"><inist:fA14 i1="08"><s1>University of Nottingham</s1><s3>GBR</s3><sZ>11 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Nottingham</settlement><region type="nation">Angleterre</region><region type="région" nuts="1">Nottinghamshire</region></placeName><orgName type="university">Université de Nottingham</orgName></affiliation></author><author><name sortKey="Longford, N T" sort="Longford, N T" uniqKey="Longford N" first="N. T." last="Longford">N. T. Longford</name><affiliation wicri:level="1"><inist:fA14 i1="09"><s1>De Montfort University</s1><s2>Leicester</s2><s3>GBR</s3><sZ>12 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>De Montfort University</wicri:noRegion></affiliation></author><author><name sortKey="Dawid, A P" sort="Dawid, A P" uniqKey="Dawid A" first="A. P." last="Dawid">A. P. Dawid</name><affiliation wicri:level="4"><inist:fA14 i1="10"><s1>University College London</s1><s3>GBR</s3><sZ>13 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Londres</settlement><region type="country">Angleterre</region><region type="région" nuts="1">Grand Londres</region></placeName><orgName type="university">University College de Londres</orgName></affiliation></author><author><name sortKey="Atkinson, A C" sort="Atkinson, A C" uniqKey="Atkinson A" first="A. C." last="Atkinson">A. C. Atkinson</name><affiliation wicri:level="1"><inist:fA14 i1="11"><s1>London School of Economics and Political Science</s1><s3>GBR</s3><sZ>14 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>London School of Economics and Political Science</wicri:noRegion></affiliation></author><author><name sortKey="Bernardo, J M" sort="Bernardo, J M" uniqKey="Bernardo J" first="J. M." last="Bernardo">J. M. Bernardo</name><affiliation wicri:level="1"><inist:fA14 i1="12"><s1>Universitat de València</s1><s3>ESP</s3><sZ>15 aut.</sZ></inist:fA14><country>Espagne</country><wicri:noRegion>Universitat de València</wicri:noRegion></affiliation></author><author><name sortKey="Besag, J" sort="Besag, J" uniqKey="Besag J" first="J." last="Besag">J. Besag</name><affiliation wicri:level="4"><inist:fA14 i1="13"><s1>University of Washington</s1><s2>Seattle</s2><s3>USA</s3><sZ>16 aut.</sZ><sZ>18 aut.</sZ><sZ>19 aut.</sZ><sZ>29 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Seattle</settlement><region type="state">Washington (État)</region></placeName><orgName type="university">Université de Washington</orgName></affiliation></author><author><name sortKey="Brooks, S P" sort="Brooks, S P" uniqKey="Brooks S" first="S. P." last="Brooks">S. P. Brooks</name><affiliation wicri:level="1"><inist:fA14 i1="02"><s1>University of Bristol</s1><s3>GBR</s3><sZ>2 aut.</sZ><sZ>9 aut.</sZ><sZ>10 aut.</sZ><sZ>17 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Bristol</wicri:noRegion></affiliation></author><author><name sortKey="Byers, S" sort="Byers, S" uniqKey="Byers S" first="S." last="Byers">S. Byers</name><affiliation wicri:level="4"><inist:fA14 i1="13"><s1>University of Washington</s1><s2>Seattle</s2><s3>USA</s3><sZ>16 aut.</sZ><sZ>18 aut.</sZ><sZ>19 aut.</sZ><sZ>29 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Seattle</settlement><region type="state">Washington (État)</region></placeName><orgName type="university">Université de Washington</orgName></affiliation></author><author><name sortKey="Raftery, A" sort="Raftery, A" uniqKey="Raftery A" first="A." last="Raftery">A. Raftery</name><affiliation wicri:level="4"><inist:fA14 i1="13"><s1>University of Washington</s1><s2>Seattle</s2><s3>USA</s3><sZ>16 aut.</sZ><sZ>18 aut.</sZ><sZ>19 aut.</sZ><sZ>29 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Seattle</settlement><region type="state">Washington (État)</region></placeName><orgName type="university">Université de Washington</orgName></affiliation></author><author><name sortKey="Celeux, G" sort="Celeux, G" uniqKey="Celeux G" first="G." last="Celeux">G. Celeux</name><affiliation wicri:level="1"><inist:fA14 i1="14"><s1>Institut Nationale de Recherche en Informatique et Automatique</s1><s2>Rhônes-Alpes</s2><s3>FRA</s3><sZ>20 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Rhônes-Alpes</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche en Informatique et Automatique</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche en Informatique et Automatique</wicri:noRegion></affiliation></author><author><name sortKey="Cheng, R C H" sort="Cheng, R C H" uniqKey="Cheng R" first="R. C. H." last="Cheng">R. C. H. Cheng</name><affiliation wicri:level="1"><inist:fA14 i1="15"><s1>University of Kent</s1><s2>Canterbury</s2><s3>GBR</s3><sZ>21 aut.</sZ><sZ>22 aut.</sZ><sZ>43 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Kent</wicri:noRegion></affiliation></author><author><name sortKey="Liu, W B" sort="Liu, W B" uniqKey="Liu W" first="W. B." last="Liu">W. B. Liu</name><affiliation wicri:level="1"><inist:fA14 i1="15"><s1>University of Kent</s1><s2>Canterbury</s2><s3>GBR</s3><sZ>21 aut.</sZ><sZ>22 aut.</sZ><sZ>43 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Kent</wicri:noRegion></affiliation></author><author><name sortKey="Chien, Y H" sort="Chien, Y H" uniqKey="Chien Y" first="Y.-H." last="Chien">Y.-H. Chien</name><affiliation wicri:level="1"><inist:fA14 i1="16"><s1>University of Texas</s1><s2>Austin</s2><s3>USA</s3><sZ>23 aut.</sZ><sZ>24 aut.</sZ></inist:fA14><country>États-Unis</country><wicri:noRegion>University of Texas</wicri:noRegion></affiliation></author><author><name sortKey="George, E I" sort="George, E I" uniqKey="George E" first="E. I." last="George">E. I. George</name><affiliation wicri:level="1"><inist:fA14 i1="16"><s1>University of Texas</s1><s2>Austin</s2><s3>USA</s3><sZ>23 aut.</sZ><sZ>24 aut.</sZ></inist:fA14><country>États-Unis</country><wicri:noRegion>University of Texas</wicri:noRegion></affiliation></author><author><name sortKey="Cressie, N" sort="Cressie, N" uniqKey="Cressie N" first="N." last="Cressie">N. Cressie</name><affiliation wicri:level="4"><inist:fA14 i1="17"><s1>Iowa State University</s1><s2>Ames</s2><s3>USA</s3><sZ>25 aut.</sZ><sZ>26 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Ames (Iowa)</settlement><region type="state">Iowa</region></placeName><orgName type="university">Université d'État de l'Iowa</orgName></affiliation></author><author><name sortKey="Huang, H C" sort="Huang, H C" uniqKey="Huang H" first="H.-C." last="Huang">H.-C. Huang</name><affiliation wicri:level="4"><inist:fA14 i1="17"><s1>Iowa State University</s1><s2>Ames</s2><s3>USA</s3><sZ>25 aut.</sZ><sZ>26 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Ames (Iowa)</settlement><region type="state">Iowa</region></placeName><orgName type="university">Université d'État de l'Iowa</orgName></affiliation></author><author><name sortKey="Gruet, M A" sort="Gruet, M A" uniqKey="Gruet M" first="M.-A." last="Gruet">M.-A. Gruet</name><affiliation wicri:level="1"><inist:fA14 i1="18"><s1>Institut Nationale de Recherche Agronomique</s1><s2>Jouy en Josas</s2><s3>FRA</s3><sZ>27 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Jouy en Josas</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche Agronomique</wicri:noRegion><wicri:noRegion>Institut Nationale de Recherche Agronomique</wicri:noRegion></affiliation></author><author><name sortKey="Robert, C P" sort="Robert, C P" uniqKey="Robert C" first="C. P." last="Robert">C. P. Robert</name><affiliation wicri:level="1"><inist:fA14 i1="03"><s1>Centre de Recherche en Economie et Statistique</s1><s2>Malakoff</s2><s3>FRA</s3><sZ>3 aut.</sZ><sZ>28 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Malakoff</wicri:noRegion><wicri:noRegion>Centre de Recherche en Economie et Statistique</wicri:noRegion><wicri:noRegion>Centre de Recherche en Economie et Statistique</wicri:noRegion></affiliation></author><author><name sortKey="Heath, S C" sort="Heath, S C" uniqKey="Heath S" first="S. C." last="Heath">S. C. Heath</name><affiliation wicri:level="4"><inist:fA14 i1="13"><s1>University of Washington</s1><s2>Seattle</s2><s3>USA</s3><sZ>16 aut.</sZ><sZ>18 aut.</sZ><sZ>19 aut.</sZ><sZ>29 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Seattle</settlement><region type="state">Washington (État)</region></placeName><orgName type="university">Université de Washington</orgName></affiliation></author><author><name sortKey="Jennison, C" sort="Jennison, C" uniqKey="Jennison C" first="C." last="Jennison">C. Jennison</name><affiliation wicri:level="1"><inist:fA14 i1="19"><s1>University of Bath</s1><s3>GBR</s3><sZ>30 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Bath</wicri:noRegion></affiliation></author><author><name sortKey="Lawson, A B" sort="Lawson, A B" uniqKey="Lawson A" first="A. B." last="Lawson">A. B. Lawson</name><affiliation wicri:level="1"><inist:fA14 i1="20"><s1>University of Abertay</s1><s2>Dundee</s2><s3>GBR</s3><sZ>31 aut.</sZ><sZ>32 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Abertay</wicri:noRegion></affiliation></author><author><name sortKey="Clark, A" sort="Clark, A" uniqKey="Clark A" first="A." last="Clark">A. Clark</name><affiliation wicri:level="1"><inist:fA14 i1="20"><s1>University of Abertay</s1><s2>Dundee</s2><s3>GBR</s3><sZ>31 aut.</sZ><sZ>32 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Abertay</wicri:noRegion></affiliation></author><author><name sortKey="Mclachlan, G" sort="Mclachlan, G" uniqKey="Mclachlan G" first="G." last="Mclachlan">G. Mclachlan</name><affiliation wicri:level="1"><inist:fA14 i1="21"><s1>University of Queensland</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>33 aut.</sZ><sZ>34 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>University of Queensland</wicri:noRegion></affiliation></author><author><name sortKey="Peel, D" sort="Peel, D" uniqKey="Peel D" first="D." last="Peel">D. Peel</name><affiliation wicri:level="1"><inist:fA14 i1="21"><s1>University of Queensland</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>33 aut.</sZ><sZ>34 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>University of Queensland</wicri:noRegion></affiliation></author><author><name sortKey="Mengersen, K" sort="Mengersen, K" uniqKey="Mengersen K" first="K." last="Mengersen">K. Mengersen</name><affiliation wicri:level="1"><inist:fA14 i1="22"><s1>Queensland University of Technology</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>35 aut.</sZ><sZ>36 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Queensland University of Technology</wicri:noRegion></affiliation></author><author><name sortKey="George, A" sort="George, A" uniqKey="George A" first="A." last="George">A. George</name><affiliation wicri:level="1"><inist:fA14 i1="22"><s1>Queensland University of Technology</s1><s2>Brisbane</s2><s3>AUS</s3><sZ>35 aut.</sZ><sZ>36 aut.</sZ></inist:fA14><country>Australie</country><wicri:noRegion>Queensland University of Technology</wicri:noRegion></affiliation></author><author><name sortKey="Philippe, A" sort="Philippe, A" uniqKey="Philippe A" first="A." last="Philippe">A. Philippe</name><affiliation wicri:level="4"><inist:fA14 i1="23"><s1>Université de Rouen</s1><s2>Mont-Saint-Aignan</s2><s3>FRA</s3><sZ>37 aut.</sZ></inist:fA14><country>France</country><wicri:noRegion>Université de Rouen</wicri:noRegion><placeName><settlement type="city">Rouen</settlement><region type="region" nuts="2">Région Normandie</region><region type="old region" nuts="2">Haute-Normandie</region></placeName><orgName type="university">Université de Rouen</orgName></affiliation></author><author><name sortKey="Roeder, K" sort="Roeder, K" uniqKey="Roeder K" first="K." last="Roeder">K. Roeder</name><affiliation wicri:level="4"><inist:fA14 i1="24"><s1>Carnegie Mellon University</s1><s2>Pittsburgh</s2><s3>USA</s3><sZ>38 aut.</sZ><sZ>39 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Pittsburgh</settlement><region type="state">Pennsylvanie</region><settlement type="city">Pittsburgh</settlement></placeName><orgName type="university">Université Carnegie-Mellon</orgName></affiliation></author><author><name sortKey="Wasserman, L" sort="Wasserman, L" uniqKey="Wasserman L" first="L." last="Wasserman">L. Wasserman</name><affiliation wicri:level="4"><inist:fA14 i1="24"><s1>Carnegie Mellon University</s1><s2>Pittsburgh</s2><s3>USA</s3><sZ>38 aut.</sZ><sZ>39 aut.</sZ></inist:fA14><country>États-Unis</country><placeName><settlement type="city">Pittsburgh</settlement><region type="state">Pennsylvanie</region><settlement type="city">Pittsburgh</settlement></placeName><orgName type="university">Université Carnegie-Mellon</orgName></affiliation></author><author><name sortKey="Schlattmann, P" sort="Schlattmann, P" uniqKey="Schlattmann P" first="P." last="Schlattmann">P. Schlattmann</name><affiliation wicri:level="3"><inist:fA14 i1="25"><s1>Free University</s1><s2>Berlin</s2><s3>DEU</s3><sZ>40 aut.</sZ><sZ>41 aut.</sZ></inist:fA14><country>Allemagne</country><placeName><region type="land" nuts="3">Berlin</region><settlement type="city">Berlin</settlement></placeName></affiliation></author><author><name sortKey="Bohning, D" sort="Bohning, D" uniqKey="Bohning D" first="D." last="Böhning">D. Böhning</name><affiliation wicri:level="3"><inist:fA14 i1="25"><s1>Free University</s1><s2>Berlin</s2><s3>DEU</s3><sZ>40 aut.</sZ><sZ>41 aut.</sZ></inist:fA14><country>Allemagne</country><placeName><region type="land" nuts="3">Berlin</region><settlement type="city">Berlin</settlement></placeName></affiliation></author><author><name sortKey="Titterington, D M" sort="Titterington, D M" uniqKey="Titterington D" first="D. M." last="Titterington">D. M. Titterington</name><affiliation wicri:level="4"><inist:fA14 i1="06"><s1>University of Glasgow</s1><s3>GBR</s3><sZ>7 aut.</sZ><sZ>42 aut.</sZ></inist:fA14><country>Royaume-Uni</country><placeName><settlement type="city">Glasgow</settlement><region type="country">Écosse</region></placeName><orgName type="university">Université de Glasgow</orgName></affiliation></author><author><name sortKey="Tong, H" sort="Tong, H" uniqKey="Tong H" first="H." last="Tong">H. Tong</name><affiliation wicri:level="1"><inist:fA14 i1="15"><s1>University of Kent</s1><s2>Canterbury</s2><s3>GBR</s3><sZ>21 aut.</sZ><sZ>22 aut.</sZ><sZ>43 aut.</sZ></inist:fA14><country>Royaume-Uni</country><wicri:noRegion>University of Kent</wicri:noRegion></affiliation></author><author><name sortKey="West, M" sort="West, M" uniqKey="West M" first="M." last="West">M. West</name></author></analytic><series><title level="j" type="main">Journal of the Royal Statistical Society. Series B. Methodological</title><title level="j" type="abbreviated">J. R. Stat. Soc., Ser. B, Methodol.</title><idno type="ISSN">0035-9246</idno><imprint><date when="1997">1997</date></imprint></series></biblStruct></sourceDesc><seriesStmt><title level="j" type="main">Journal of the Royal Statistical Society. Series B. Methodological</title><title level="j" type="abbreviated">J. R. Stat. Soc., Ser. B, Methodol.</title><idno type="ISSN">0035-9246</idno></seriesStmt></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Bayes analysis</term><term>Birth death process</term><term>Classification</term><term>Component number</term><term>Hierarchical model</term><term>Joint distribution</term><term>Labelling</term><term>Markov chain</term><term>Mixture</term><term>Monte Carlo method</term><term>Parameter space</term><term>Posterior distribution</term><term>Sensitivity analysis</term></keywords><keywords scheme="Pascal" xml:lang="fr"><term>Mélange</term><term>Chaîne Markov</term><term>Méthode Monte Carlo</term><term>Loi conjointe</term><term>Loi a posteriori</term><term>Processus naissance mort</term><term>Classification</term><term>Analyse sensibilité</term><term>Etiquetage</term><term>Modèle a priori</term><term>Mélange normal</term><term>Loi prédictive</term><term>Saut réversible</term><term>Performance statistique</term><term>Classification Bayes</term><term>Analyse Bayes</term><term>Nombre composante</term><term>Espace paramètre</term><term>Modèle hiérarchique</term></keywords><keywords scheme="Wicri" type="topic" xml:lang="fr"><term>Classification</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">New methodology for fully Bayesian mixture analysis is developed, making use of reversible jump Markov chain Monte Carlo methods that are capable of jumping between the parameter subspaces corresponding to different numbers of components in the mixture. A sample from the full joint distribution of all unknown variables is thereby generated, and this can be used as a basis for a thorough presentation of many aspects of the posterior distribution. The methodology is applied here to the analysis of univariate normal mixtures, using a hierarchical prior model that offers an approach to dealing with weak prior information while avoiding the mathematical pitfalls of using improper priors in the mixture context.</div></front></TEI><affiliations><list><country><li>Allemagne</li><li>Australie</li><li>Espagne</li><li>France</li><li>Royaume-Uni</li><li>États-Unis</li></country><region><li>Angleterre</li><li>Berlin</li><li>Grand Londres</li><li>Haute-Normandie</li><li>Iowa</li><li>Nottinghamshire</li><li>Oxfordshire</li><li>Pennsylvanie</li><li>Région Normandie</li><li>Washington (État)</li><li>Écosse</li></region><settlement><li>Ames (Iowa)</li><li>Berlin</li><li>Glasgow</li><li>Londres</li><li>Nottingham</li><li>Oxford</li><li>Pittsburgh</li><li>Rouen</li><li>Seattle</li></settlement><orgName><li>University College de Londres</li><li>Université Carnegie-Mellon</li><li>Université d'Oxford</li><li>Université d'État de l'Iowa</li><li>Université de Glasgow</li><li>Université de Nottingham</li><li>Université de Rouen</li><li>Université de Washington</li></orgName></list><tree><noCountry><name sortKey="West, M" sort="West, M" uniqKey="West M" first="M." last="West">M. West</name></noCountry><country name="France"><noRegion><name sortKey="Richardson, S" sort="Richardson, S" uniqKey="Richardson S" first="S." last="Richardson">S. Richardson</name></noRegion><name sortKey="Celeux, G" sort="Celeux, G" uniqKey="Celeux G" first="G." last="Celeux">G. Celeux</name><name sortKey="Gruet, M A" sort="Gruet, M A" uniqKey="Gruet M" first="M.-A." last="Gruet">M.-A. Gruet</name><name sortKey="Philippe, A" sort="Philippe, A" uniqKey="Philippe A" first="A." last="Philippe">A. Philippe</name><name sortKey="Robert, C P" sort="Robert, C P" uniqKey="Robert C" first="C. P." last="Robert">C. P. Robert</name><name sortKey="Robert, C P" sort="Robert, C P" uniqKey="Robert C" first="C. P." last="Robert">C. P. Robert</name></country><country name="Royaume-Uni"><noRegion><name sortKey="Green, P J" sort="Green, P J" uniqKey="Green P" first="P. J." last="Green">P. J. Green</name></noRegion><name sortKey="Aitkin, M" sort="Aitkin, M" uniqKey="Aitkin M" first="M." last="Aitkin">M. Aitkin</name><name sortKey="Atkinson, A C" sort="Atkinson, A C" uniqKey="Atkinson A" first="A. C." last="Atkinson">A. C. Atkinson</name><name sortKey="Brooks, S P" sort="Brooks, S P" uniqKey="Brooks S" first="S. P." last="Brooks">S. P. Brooks</name><name sortKey="Cheng, R C H" sort="Cheng, R C H" uniqKey="Cheng R" first="R. C. H." last="Cheng">R. C. H. Cheng</name><name sortKey="Clark, A" sort="Clark, A" uniqKey="Clark A" first="A." last="Clark">A. Clark</name><name sortKey="Cox, D R" sort="Cox, D R" uniqKey="Cox D" first="D. R." last="Cox">D. R. Cox</name><name sortKey="Dawid, A P" sort="Dawid, A P" uniqKey="Dawid A" first="A. P." last="Dawid">A. P. Dawid</name><name sortKey="Gilks, W R" sort="Gilks, W R" uniqKey="Gilks W" first="W. R." last="Gilks">W. R. Gilks</name><name sortKey="Hodgson, M" sort="Hodgson, M" uniqKey="Hodgson M" first="M." last="Hodgson">M. Hodgson</name><name sortKey="Jennison, C" sort="Jennison, C" uniqKey="Jennison C" first="C." last="Jennison">C. Jennison</name><name sortKey="Lawson, A B" sort="Lawson, A B" uniqKey="Lawson A" first="A. B." last="Lawson">A. B. Lawson</name><name sortKey="Liu, W B" sort="Liu, W B" uniqKey="Liu W" first="W. B." last="Liu">W. B. Liu</name><name sortKey="Longford, N T" sort="Longford, N T" uniqKey="Longford N" first="N. T." last="Longford">N. T. Longford</name><name sortKey="Nobile, A" sort="Nobile, A" uniqKey="Nobile A" first="A." last="Nobile">A. Nobile</name><name sortKey="O Hagan, A" sort="O Hagan, A" uniqKey="O Hagan A" first="A." last="O'Hagan">A. O'Hagan</name><name sortKey="Polymenis, A" sort="Polymenis, A" uniqKey="Polymenis A" first="A." last="Polymenis">A. Polymenis</name><name sortKey="Stephens, M" sort="Stephens, M" uniqKey="Stephens M" first="M." last="Stephens">M. Stephens</name><name sortKey="Titterington, D M" sort="Titterington, D M" uniqKey="Titterington D" first="D. M." last="Titterington">D. M. Titterington</name><name sortKey="Tong, H" sort="Tong, H" uniqKey="Tong H" first="H." last="Tong">H. Tong</name></country><country name="Espagne"><noRegion><name sortKey="Bernardo, J M" sort="Bernardo, J M" uniqKey="Bernardo J" first="J. M." last="Bernardo">J. M. Bernardo</name></noRegion></country><country name="États-Unis"><region name="Washington (État)"><name sortKey="Besag, J" sort="Besag, J" uniqKey="Besag J" first="J." last="Besag">J. Besag</name></region><name sortKey="Byers, S" sort="Byers, S" uniqKey="Byers S" first="S." last="Byers">S. Byers</name><name sortKey="Chien, Y H" sort="Chien, Y H" uniqKey="Chien Y" first="Y.-H." last="Chien">Y.-H. Chien</name><name sortKey="Cressie, N" sort="Cressie, N" uniqKey="Cressie N" first="N." last="Cressie">N. Cressie</name><name sortKey="George, E I" sort="George, E I" uniqKey="George E" first="E. I." last="George">E. I. George</name><name sortKey="Heath, S C" sort="Heath, S C" uniqKey="Heath S" first="S. C." last="Heath">S. C. Heath</name><name sortKey="Huang, H C" sort="Huang, H C" uniqKey="Huang H" first="H.-C." last="Huang">H.-C. Huang</name><name sortKey="Raftery, A" sort="Raftery, A" uniqKey="Raftery A" first="A." last="Raftery">A. Raftery</name><name sortKey="Roeder, K" sort="Roeder, K" uniqKey="Roeder K" first="K." last="Roeder">K. Roeder</name><name sortKey="Wasserman, L" sort="Wasserman, L" uniqKey="Wasserman L" first="L." last="Wasserman">L. Wasserman</name></country><country name="Australie"><noRegion><name sortKey="Mclachlan, G" sort="Mclachlan, G" uniqKey="Mclachlan G" first="G." last="Mclachlan">G. Mclachlan</name></noRegion><name sortKey="George, A" sort="George, A" uniqKey="George A" first="A." last="George">A. George</name><name sortKey="Mengersen, K" sort="Mengersen, K" uniqKey="Mengersen K" first="K." last="Mengersen">K. Mengersen</name><name sortKey="Peel, D" sort="Peel, D" uniqKey="Peel D" first="D." last="Peel">D. Peel</name></country><country name="Allemagne"><region name="Berlin"><name sortKey="Schlattmann, P" sort="Schlattmann, P" uniqKey="Schlattmann P" first="P." last="Schlattmann">P. Schlattmann</name></region><name sortKey="Bohning, D" sort="Bohning, D" uniqKey="Bohning D" first="D." last="Böhning">D. Böhning</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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