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＜電子ブック＞
Lectures on Probability Theory and Statistics : Ecole d'Ete de Probabilites de Saint-Flour XXVIII - 1998 / by M. Emery, A. Nemirovski, D. Voiculescu ; edited by Pierre Bernard
(École d'Été de Probabilités de Saint-Flour ; 1738)

版	1st ed. 2000.
出版者	Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
出版年	2000
本文言語	英語
大きさ	XIII, 349 p : online resource
冊子体	Lectures on probability theory and statistics : École d'eté de probabilités de Saint-Flour XXVIII-1998 / M. Emery, A. Nemirovski, D. Voiculescu ; editor Pierre Bernard
著者標目	*Emery, M author Nemirovski, A author Voiculescu, D author Bernard, Pierre editor SpringerLink (Online service)
件　名	LCSH:Probabilities LCSH:Mathematical analysis LCSH:Geometry, Differential LCSH:Statistics FREE:Probability Theory FREE:Analysis FREE:Differential Geometry FREE:Statistical Theory and Methods
一般注記	Variétés, vecteurs, covecteurs, diffuseurs, codiffuseurs -- Semimartingales dans une variété et géométrie d’ordre 2 -- Connexions et martingales -- Fonctions convexes et comportement des martingales -- Mouvements browniens et applications harmoniques -- Preface -- Estimating regression functions from Hölder balls -- Estimating regression functions from Sobolev balls -- Spatial adaptive estimation on Sobolev balls -- Estimating signals satisfying differential inequalities -- Aggregation of estimates, I -- Aggregation of estimates, II -- Estimating functionals, I -- Estimating functionals, II -- Noncommutative probability and operator algebra background -- Addition of freely independent noncommutative random variables -- Multiplication of freely independent noncommutative random variables -- Generalized canonical form, noncrossing partitions -- Free independence with amalgamation -- Some basic free processes -- Random matrices in the large N limit -- Free entropy This volume contains lectures given at the Saint-Flour Summer School of Probability Theory during 17th Aug. - 3rd Sept. 1998. The contents of the three courses are the following: - Continuous martingales on differential manifolds. - Topics in non-parametric statistics. - Free probability theory. The reader is expected to have a graduate level in probability theory and statistics. This book is of interest to PhD students in probability and statistics or operators theory as well as for researchers in all these fields. The series of lecture notes from the Saint-Flour Probability Summer School can be considered as an encyclopedia of probability theory and related fields Accessibility summary: This PDF is not accessible. It is based on scanned pages and does not support features such as screen reader compatibility or described non-text content (images, graphs etc). However, it likely supports searchable and selectable text based on OCR (Optical Character Recognition). Users with accessibility needs may not be able to use this content effectively. Please contact us at accessibilitysupport@springernature.com if you require assistance or an alternative format Inaccessible, or known limited accessibility No reading system accessibility options actively disabled Publisher contact for further accessibility information: accessibilitysupport@springernature.com HTTP:URL=https://doi.org/10.1007/BFb0106703

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