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portada Lévy Matters iv: Estimation for Discretely Observed Lévy Processes (Lecture Notes in Mathematics)
Type
Physical Book
Publisher
Author
Year
2014
Language
English
Pages
286
Format
Paperback
ISBN13
9783319123721
Edition No.
2015
Categories

Lévy Matters iv: Estimation for Discretely Observed Lévy Processes (Lecture Notes in Mathematics)

Belomestny,Comte,Genon-Catalot,Masuda,Rei㟠(Author) · Springer · Paperback

Lévy Matters iv: Estimation for Discretely Observed Lévy Processes (Lecture Notes in Mathematics) - Belomestny,Comte,Genon-Catalot,Masuda,ReiãŸ

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Synopsis "Lévy Matters iv: Estimation for Discretely Observed Lévy Processes (Lecture Notes in Mathematics) "

The aim of this volume is to provide an extensive account of the most recent advances in statistics for discretely observed Levy processes. These days, statistics for stochastic processes is a lively topic, driven by the needs of various fields of application, such as finance, the biosciences, and telecommunication. The three chapters of this volume are completely dedicated to the estimation of Levy processes, and are written by experts in the field. The first chapter by Denis Belomestny and Markus Reiss treats the low frequency situation, and estimation methods are based on the empirical characteristic function. The second chapter by Fabienne Comte and Valery Genon-Catalon is dedicated to non-parametric estimation mainly covering the high-frequency data case. A distinctive feature of this part is the construction of adaptive estimators, based on deconvolution or projection or kernel methods. The last chapter by Hiroki Masuda considers the parametric situation. The chapters cover the main aspects of the estimation of discretely observed Levy processes, when the observation scheme is regular, from an up-to-date viewpoint.

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