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02661cam a2200553 4500 |
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PPN167969331 |
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http://www.sudoc.fr/167969331 |
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20221208055700.0 |
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|a 978-0-19-953525-5
|b rel.
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|a 978-0-19-876765-7
|b br.
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|a (OCoLC)858158258
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|a 9780198767657
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|a eng
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|a a a 001yy
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1 |
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|a Concentration inequalities
|e a nonasymptotic theory of independence
|f Stéphane Boucheron, Gabor Lugosi, Pascal Massart
|g [préface de Michel Ledoux]
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| 214 |
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|a Oxford
|c Oxford university press
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|d C 2013
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|a 1 vol. (X-481 p.)
|c ill., fig., couv. ill. en coul.
|d 24 cm
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| 320 |
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|a Bibliogr. p. [451]-472. Notes bibliogr. Index
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| 327 |
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|a Contient des exercices en fin de chapitres
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| 359 |
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|b 1. Introduction
|b 2. Basic inequalities
|b 3. Bounding the variance
|b 4. Basic information inequalities
|b 5. Logarithmic Sobolev inequalities
|b 6. The entropy method
|b 7. Concentration and isoperimetry
|b 8. The transportation method
|b 9. Influences and threshold phenomena
|b 10. Isoperimetry on the hypercube and gaussian spaces
|b 11. The variance of suprema of empirical processes
|b 12. Suprema of empirical processes : exponential inequalities
|b 13. The expected value of suprema of empirical processes
|b 14. -Entropies
|b 15. Moment inequalities
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| 452 |
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|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
|y 978-0-19-174710-6
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|3 PPN027239489
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