The Resource Uniform central limit theorems, R.M. Dudley

Uniform central limit theorems, R.M. Dudley

Label
Uniform central limit theorems
Title
Uniform central limit theorems
Statement of responsibility
R.M. Dudley
Creator
Subject
Language
eng
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Dudley, R. M.
Illustrations
illustrations
Index
index present
LC call number
QA273.67
LC item number
.D84 1999
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • Central limit theorem
  • espace Banach
  • processus gaussien
  • approximation fonction
  • entropie
  • théorème limite central
  • Théorème central limite
  • Central limit theorem
  • Centraal limiet theorema
  • Théorème de la limite centrale
Label
Uniform central limit theorems, R.M. Dudley
Instantiates
Publication
Bibliography note
Includes bibliographical references and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction: Donsker's theorem, metric entropy, and inequalitites 2. Gaussian measures and processes 3. Foundations of uniform central limit theorems: Donsker classes 4. Vapnik-Cervonenkis combinatorics 5. Measurability 6. Limit theorems for Vapnik-Cervonenkis classes and Koltchinskii-Pollard entropy 7. Metric entropy, with inclusion and bracketing 8. Approximation of functions and sets 9. Sums in general Banach spaces and invariance 10. Universal and uniform central limit theorems 11. The two-sample case, the bootstrap, and confidence sets 12. Classes of sets or functions too large for central limit theorems
Dimensions
24 cm.
Extent
xiv, 436 pages
Isbn
9780521461023
Lccn
98035562
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)39380323
  • (OCoLC)ocm39380323
Label
Uniform central limit theorems, R.M. Dudley
Publication
Bibliography note
Includes bibliographical references and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction: Donsker's theorem, metric entropy, and inequalitites 2. Gaussian measures and processes 3. Foundations of uniform central limit theorems: Donsker classes 4. Vapnik-Cervonenkis combinatorics 5. Measurability 6. Limit theorems for Vapnik-Cervonenkis classes and Koltchinskii-Pollard entropy 7. Metric entropy, with inclusion and bracketing 8. Approximation of functions and sets 9. Sums in general Banach spaces and invariance 10. Universal and uniform central limit theorems 11. The two-sample case, the bootstrap, and confidence sets 12. Classes of sets or functions too large for central limit theorems
Dimensions
24 cm.
Extent
xiv, 436 pages
Isbn
9780521461023
Lccn
98035562
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)39380323
  • (OCoLC)ocm39380323

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