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02038nam a22003497a 4500 |
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515153 |
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130308t20132013xxe ||| |||| 00| 0 eng d |
| 009 |
PPN167969331 |
| 020 |
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|a 9780199535255 (rel.)
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| 020 |
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|a 9780198767657 (br.)
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| 024 |
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|a 9780198767657
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| 024 |
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|a 9780199535255
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| 041 |
0 |
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|a eng
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| 082 |
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|a 519
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| 100 |
1 |
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|a Boucheron, Stéphane,
|d 1962-
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| 245 |
1 |
0 |
|a Concentration inequalities :
|b a nonasymptotic theory of independence
|c Stéphane Boucheron, Gabor Lugosi, Pascal Massart ; [préface de Michel Ledoux].
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| 260 |
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|a Oxford :
|b Oxford university press.
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| 260 |
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|c C 2013.
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| 300 |
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|a 1 vol. (X-481 p.) :
|b ill., fig., couv. ill. en coul. ;
|c 24 cm.
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| 504 |
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|a Bibliogr. p. [451]-472. Notes bibliogr. Index
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| 505 |
2 |
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|a Contient des exercices en fin de chapitres
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| 505 |
0 |
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|a 1. Introduction -- 2. Basic inequalities -- 3. Bounding the variance -- 4. Basic information inequalities -- 5. Logarithmic Sobolev inequalities -- 6. The entropy method -- 7. Concentration and isoperimetry -- 8. The transportation method -- 9. Influences and threshold phenomena -- 10. Isoperimetry on the hypercube and gaussian spaces -- 11. The variance of suprema of empirical processes -- 12. Suprema of empirical processes : exponential inequalities -- 13. The expected value of suprema of empirical processes -- 14. -Entropies -- 15. Moment inequalities
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| 650 |
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|a Modèles mathématiques
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| 650 |
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|a Statistique mathématique
|x Méthodologie
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| 650 |
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|a Inégalités (mathématiques)
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| 650 |
|
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|a Processus gaussiens
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| 650 |
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|a Inférence
|
| 700 |
1 |
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|a Lugosi, Gábor,
|d 1964-
|4 aut
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| 700 |
1 |
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|a Massart, Pascal,
|d 1958-
|4 aut
|
| 700 |
1 |
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|a Ledoux, Michel,
|d 1958-
|4 aui
|
| 776 |
0 |
|
|0 18898965X
|t Concentration inequalities
|o a nonasymptotic theory of independence
|f Stéphane Boucheron, Gabor Lugosi, Pascal Massart
|c Oxford
|n Oxford university press
|d 2013
|z 978-0-19-174710-6
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| 997 |
|
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|0 515153
|1 Livre papier
|a Ressource papier
|c 0/Orléans/
|c 1/Orléans/IDP/
|z Orléans, IDP, 8032 BOU
|z Orléans, IDP, 8032 BOU
|
