Garch Models: Structure, Statistical Inference and Financial Applications
FRANCQ Christian ; ZAKOIAN Jean-Michel
2019
487
212.53-FRANC
PROBABILITES ; STATISTIQUES FINANCIERES ; PROCESSUS STOCHASTIQUE
N° | Cote | Code barre | Commentaire | |
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1 | [disponible] |
Commentaire :
ISBN 13 : 978-1119313571
Sommaire :
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
Langue : Anglais
Edition : 2ème
Lieu d'édition : TORONTO
Localisation : Bibliothèque Campus de Nice
Support : Papier
Etat : Présent
Propriétaire : Bibliothèque