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Lévy Matters IV

Estimation for Discretely Observed Lévy Processes
Buch | Softcover
XV, 286 Seiten
2014
Springer International Publishing (Verlag)
978-3-319-12372-1 (ISBN)
24,60 inkl. MwSt
Jetzt zum Sonderpreis
Listenpreis (bisher): 48,14 €

The aim of this volume is to provide an extensive account of the most recent advances in statistics for discretely observed Lévy 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 Lévy 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 Lévy processes, when the observation scheme is regular, from an up-to-date viewpoint.

Estimation and calibration of Lévy models via Fourier methods.- Adaptive Estimation for Lévy processes.- Parametric estimation of Lévy processes.

"This is a remarkable collection presenting different but important aspects in statistical inference problems for Lévy processes based on discrete observations. The authors of the three chapters have made essential contributions in this area. All three chapters are carefully written and referenced. PhD students and professionals in stochastic modelling will benefit a lot from this volume." (Jordan M. Stoyanov, zbMATH 1330.60002, 2016)

Erscheint lt. Verlag 16.12.2014
Reihe/Serie Lecture Notes in Mathematics
Lévy Matters
Zusatzinfo XV, 286 p. 21 illus., 14 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 468 g
Themenwelt Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Wirtschaft Volkswirtschaftslehre
Schlagworte 60G10,60G70,60J10,62G05,62M05,60F05,62F12,91B28 • adaptive estimation • Estimation with discrete observations • Non-parametric estimation • Parametric estimation of Lévy processes • Spectral estimators
ISBN-10 3-319-12372-6 / 3319123726
ISBN-13 978-3-319-12372-1 / 9783319123721
Zustand Neuware
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