Nonparametric Statistics for Stochastic Processes: Estimation and Prediction - Couverture souple

Bosq, D.

 
9780387947136: Nonparametric Statistics for Stochastic Processes: Estimation and Prediction

Synopsis

This book provides a mathematically rigorous treatment of the theory of nonparametric estimation and prediction for stochastic processes. It discusses discrete time and continuous time, and the emphasis is on the kernel methods. Several new results are presented concerning optimal and superoptimal convergence rates. How to implement the method is discussed in detail and several numerical results are presented. This book will be of interest to specialists in mathematical statistics and to those who wish to apply these methods to practical problems involving time series analysis.

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Autres éditions populaires du même titre

9781468404906: Nonparametric Statistics for Stochastic Processes: Estimation and Prediction

Edition présentée

ISBN 10 :  1468404903 ISBN 13 :  9781468404906
Editeur : Springer, 2012
Couverture souple