Könyv Nonparametric Statistics for Stochastic Processes D. Bosq

Nonparametric Statistics for Stochastic Processes

Estimation and Prediction

Szerző: D. Bosq
Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
53 766 Ft
This book is devoted to the theory and applications of nonparametic functional estimation and predic...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
1998
oldal
232
EAN
9780387985909
ISBN
0387985905
Enbook ID
01385548
Súly
730
Méretek
155 x 235 x 13

Teljes leírás

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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