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687957 |
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131213t20132013xxe ||| |||| 00| 0 eng d |
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PPN175004714 |
| 020 |
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|a 9781439840955 (rel.)
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| 024 |
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|a 9781439840955
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| 041 |
0 |
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|a eng
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| 082 |
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|a 519.542
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| 100 |
1 |
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|a Gelman, Andrew,
|d 1965-
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| 245 |
1 |
0 |
|a Bayesian data analysis
|c Andrew Gelman,... John B. Carlin,... Hal S. Stern,... [et al.].
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| 250 |
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|a 3rd edition.
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| 260 |
|
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|a Boca Raton, Fla. ;
|a London ;
|a New York, N.Y. :
|b Chapman & Hall/CRC Press.
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| 260 |
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|c C2013.
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| 300 |
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|a 1 vol. (XIV-661 p.) :
|b fig., tabl., graph., cartes, couv. ill. en coul. ;
|c 24cm.
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| 490 |
1 |
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|a Texts in statistical science
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| 504 |
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|a Bibliogr. p. 607-639. Notes bibliogr. en fin de chapitres. Index
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| 505 |
2 |
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|a Contient des exercices
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| 505 |
0 |
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|a FUNDAMENTALS OF BAYESIAN INFERENCE -- Probability and Inference -- Single-Parameter Models -- Introduction to Multiparameter Models -- Asymptotics and Connections to Non-Bayesian Approaches -- Hierarchical Models -- FUNDAMENTALS OF BAYESIAN DATA ANALYSIS -- Model Checking -- Evaluating, Comparing, and Expanding -- Models Modeling Accounting for Data Collection -- Decision Analysis -- ADVANCED COMPUTATION -- Introduction to Bayesian Computation -- Basics of Markov Chain Simulation -- Computationally Efficient Markov Chain Simulation -- Modal and Distributional Approximations -- REGRESSION MODELS -- Introduction to Regression Models -- Hierarchical Linear Models -- Generalized Linear Models -- Models for Robust Inference -- Models for Missing Data -- NONLINEAR AND NONPARAMETRIC MODELS -- Parametric Nonlinear Models -- Basic Function Models -- Gaussian Process Models -- Finite Mixture Models -- Dirichlet Process Models -- APPENDICES -- A: Standard Probability Distributions -- B: Outline of Proofs of Asymptotic Theorems -- C: Computation in R and Stan
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| 650 |
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|a Inférence
|x Méthodes statistiques
|
| 650 |
|
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|a Statistique bayésienne
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| 650 |
|
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|a Analyse des données
|
| 700 |
1 |
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|a Carlin, John B.,
|d 19..-
|4 aut
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| 700 |
1 |
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|a Stern, Hal S.,
|d 19..-
|4 aut
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| 997 |
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|0 687957
|1 Livre papier
|a Ressource papier
|b INSA
|c 0/Blois/
|c 1/Blois/INSA CVL/
|z Blois, INSA CVL, 006.31 GEL
|z Blois, INSA CVL, 006.31 GEL
|
