Author : Eustasio Del Barrio
Publisher : Transaction Publishers
Page : 268 pages
File Size : 25,66 MB
Release : 2007
Category : Mathematics
ISBN : 9783037190272
[PDF] Lectures On Empirical Processes eBook
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LECTURES ON EMPIRICAL PROCESSES;THEORY AND STATISTICAL APPLICATIONS.
Author : EUSTASIO DEL BARRIO; PAUL DEHEUVELS; SARA VAN DE G.
Publisher :
Page : pages
File Size : 22,54 MB
Release :
Category :
ISBN : 9783037195277
Notes on Empirical Processes
Author : Richard M. Dudley
Publisher :
Page : 142 pages
File Size : 39,53 MB
Release : 1998
Category :
ISBN :
Empirical Processes
Author : David Pollard
Publisher : IMS
Page : 100 pages
File Size : 30,24 MB
Release : 1990
Category : Distribution (Probability theory).
ISBN : 9780940600164
Lectures on the Central Limit Theorem for Empirical Processes
Author : Evarist Giné
Publisher :
Page : 64 pages
File Size : 21,45 MB
Release : 1986
Category : Central limit theorem
ISBN :
Lectures on Probability Theory
Author : Dominique Bakry
Publisher : Springer
Page : 429 pages
File Size : 49,79 MB
Release : 2006-11-15
Category : Mathematics
ISBN : 3540485686
This book contains work-outs of the notes of three 15-hour courses of lectures which constitute surveys on the concerned topics given at the St. Flour Probability Summer School in July 1992. The first course, by D. Bakry, is concerned with hypercontractivity properties and their use in semi-group theory, namely Sobolev and Log Sobolev inequa- lities, with estimations on the density of the semi-groups. The second one, by R.D. Gill, is about statistics on survi- val analysis; it includes product-integral theory, Kaplan- Meier estimators, and a look at cryptography and generation of randomness. The third one, by S.A. Molchanov, covers three aspects of random media: homogenization theory, loca- lization properties and intermittency. Each of these chap- ters provides an introduction to and survey of its subject.
Lectures on Probability Theory and Statistics
Author : Erwin Bolthausen
Publisher : Springer
Page : 469 pages
File Size : 31,99 MB
Release : 2004-06-04
Category : Mathematics
ISBN : 3540479449
This volume contains lectures given at the Saint-Flour Summer School of Probability Theory during the period 8th-24th July, 1999. We thank the authors for all the hard work they accomplished. Their lectures are a work of reference in their domain. The School brought together 85 participants, 31 of whom gave a lecture concerning their research work. At the end of this volume you will find the list of participants and their papers. Finally, to facilitate research concerning previous schools we give here the number of the volume of "Lecture Notes" where they can be found: Lecture Notes in Mathematics 1975: n ° 539- 1971: n ° 307- 1973: n ° 390- 1974: n ° 480- 1979: n ° 876- 1976: n ° 598- 1977: n ° 678- 1978: n ° 774- 1980: n ° 929- 1981: n ° 976- 1982: n ° 1097- 1983: n ° 1117- 1988: n ° 1427- 1984: n ° 1180- 1985-1986 et 1987: n ° 1362- 1989: n ° 1464- 1990: n ° 1527- 1991: n ° 1541- 1992: n ° 1581- 1993: n ° 1608- 1994: n ° 1648- 1995: n ° 1690- 1996: n ° 1665- 1997: n ° 1717- 1998: n ° 1738- Lecture Notes in Statistics 1971: n ° 307- Table of Contents Part I Erwin Bolthausen: Large Deviations and Interacting Random Walks 1 On the construction of the three-dimensional polymer measure. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2 Self-attracting random walks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 3 One-dimensional pinning-depinning transitions. . . . . . . . . . . 105 References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Weak Convergence and Empirical Processes
Author : Aad van der vaart
Publisher : Springer Science & Business Media
Page : 523 pages
File Size : 30,20 MB
Release : 2013-03-09
Category : Mathematics
ISBN : 1475725450
This book explores weak convergence theory and empirical processes and their applications to many applications in statistics. Part one reviews stochastic convergence in its various forms. Part two offers the theory of empirical processes in a form accessible to statisticians and probabilists. Part three covers a range of topics demonstrating the applicability of the theory to key questions such as measures of goodness of fit and the bootstrap.
Seminar on Empirical Processes
Author : P. Gaenssler
Publisher : Birkhäuser
Page : 117 pages
File Size : 42,14 MB
Release : 2013-11-21
Category : Science
ISBN : 3034862695
Weak Convergence and Empirical Processes
Author : A. W. van der Vaart
Publisher : Springer Nature
Page : 693 pages
File Size : 31,16 MB
Release : 2023-07-11
Category : Mathematics
ISBN : 3031290402
This book provides an account of weak convergence theory, empirical processes, and their application to a wide variety of problems in statistics. The first part of the book presents a thorough treatment of stochastic convergence in its various forms. Part 2 brings together the theory of empirical processes in a form accessible to statisticians and probabilists. In Part 3, the authors cover a range of applications in statistics including rates of convergence of estimators; limit theorems for M− and Z−estimators; the bootstrap; the functional delta-method and semiparametric estimation. Most of the chapters conclude with “problems and complements.” Some of these are exercises to help the reader’s understanding of the material, whereas others are intended to supplement the text. This second edition includes many of the new developments in the field since publication of the first edition in 1996: Glivenko-Cantelli preservation theorems; new bounds on expectations of suprema of empirical processes; new bounds on covering numbers for various function classes; generic chaining; definitive versions of concentration bounds; and new applications in statistics including penalized M-estimation, the lasso, classification, and support vector machines. The approximately 200 additional pages also round out classical subjects, including chapters on weak convergence in Skorokhod space, on stable convergence, and on processes based on pseudo-observations.