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Garch Models: Structure, Statistical Inference and Financial Applications

FRANCQ Christian ; ZAKOIAN Jean-Michel

WILEY

2019

487

212.53-FRANC

PROBABILITIES ; FINANCIAL STATISTICS ; STOCHASTIC PROCESS


Number of copies : 1
No. Call n° Bar code Commentary
1 [available]

Comment :

ISBN 13 : 978-1119313571

Contents :
Notation
1 Classical Time Series Models and Financial Series

Part I Univariate GARCH Models
2 GARCH(p, q) Processes
3 Mixing*
4 Alternative Models for the Conditional Variance

Part II Statistical Inference
5 Identification
6 Estimating ARCH Models by Least Squares
7 Estimating GARCH Models by Quasi-Maximum Likelihood
8 Tests Based on the Likelihood
9 Optimal Inference and Alternatives to the QMLE*
9.3 Alternative Estimation Methods

Part III Extensions and Applications
10 Multivariate GARCH Processes
11 Financial Applications
12 Parameter-Driven Volatility Models
A Ergodicity, Martingales, Mixing
B Autocorrelation and Partial Autocorrelation
C Markov Chains on Countable State Spaces
D The Kalman Filter
E Solutions to the Exercises
References
Index

Language : English

Print : 2ème

Place of publishing : TORONTO

Location : Nice Library

Material : Paper

Statement : Présent

Owner : Bibliothèque