Gaussian Processes, Function Theory, and the Inverse Spectral Problem

McKean H P Dym H Mckean H.P. Dym H.

ISBN 10: 048646279X / ISBN 13: 9780486462790

Editore: Dover Publications, Incorporated, 2008

Riguardo questo articolo

pp. xiii + 333.

Codice articolo 18784611

Dati bibliografici

• Titolo: Gaussian Processes, Function Theory, and the Inverse Spectral Problem
• Editore: Dover Publications, Incorporated
• Data di pubblicazione: 2008
• Lingua: Inglese
• ISBN 10: 048646279X
• ISBN 13: 9780486462790
• Rilegatura: Brossura
• Condizione: Used

Descrizione articolo

Riassunto

This book deals with the relation between the past and the future of a real, one-dimensional, stationary Gaussian process. Kolmogorov and Wiener showed how best to predict the future knowing the whole past. The more difficult problem, when only a finite segment of the past is known, was solved by M. G. Krein. A full treatment of this problem, and the prerequisites for dealing with it, occupies most of the book. The first three chapters are devoted to the necessary background in function theory, Hardy spaces and probability. Later chapters introduce the spectral theory of a weighted string developed by Krein and certain Hilbert spaces of entire functions introduced by L. de Branges. Various other connections between past and future are considered, such as mixing and Markovian character. The final chapter treats the problem of interpolation, when the whole process is known except for a gap and it is desired to predict what happens there.

Contenuti

Authors' Note Preface Introduction 1. Background: Function Theory 2. Background: Hardy Functions 3. Background: Probability 4. Past and Future 5. Strings and Spectral Functions 6. Strings and Spaces of Integral Functions References Index