Książka Nonparametric Statistics for Stochastic Processes D. Bosq

Nonparametric Statistics for Stochastic Processes

Estimation and Prediction

Autor: D. Bosq
Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
592.41
This book is devoted to the theory and applications of nonparametic functional estimation and predic...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
1998
strony
232
EAN
9780387985909
ISBN
0387985905
Enbook ID
01385548
Waga
730
Wymiary
155 x 235 x 13

Pełny opis

This book is devoted to the theory and applications of nonparametic functional estimation and prediction. Chapter 1 provides an overview of inequalities and limit theorems for strong mixing processes. Density and regression estimation in discrete time are studied in Chapter 2 and 3. The special rates of convergence which appear in continuous time are presented in Chapters 4 and 5. This second edition is extensively revised and it contains two new chapters. Chapter 6 discusses the surprising local time density estimator. Chapter 7 gives a detailed account of implementation of nonparametric method and practical examples in economics, finance and physics. Comarison with ARMA and ARCH methods shows the efficiency of nonparametric forecasting. The prerequisite is a knowledge of classical probability theory and statistics.

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