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Nonparametric Statistics for Stochastic Processes: Estimation and Prediction de D. Bosq

Nonparametric Statistics for Stochastic Processes: Estimation and Prediction: Lecture Notes in Statistics, cartea 110

Autor D. Bosq
en Limba Engleză Paperback – 13 aug 1998

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Specificații

ISBN-13: 9780387985909
ISBN-10: 0387985905
Pagini: 232
Ilustrații: XVI, 232 p.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.33 kg
Ediția:2nd ed. 1998
Editura: Springer
Colecția Springer
Seria Lecture Notes in Statistics

Locul publicării:New York, NY, United States

Public țintă

Research

Cuprins

Synopsis.- 1. Inequalities for mixing processes.- 2. Density estimation for discrete time processes.- 3. Regression estimation and prediction for discrete time processes.- 4. Kernel density estimation for continuous time processes.- 5. Regression estimation and prediction in continuous time.- 6. The local time density estimator.- 7. Implementation of nonparametric method and numerical applications.- References.