Autoregressive conditional skewness

Citation
Cr. Harvey et A. Siddique, Autoregressive conditional skewness, J FIN QU AN, 34(4), 1999, pp. 465-487
Citations number
30
Categorie Soggetti
Economics
Journal title
JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS
ISSN journal
00221090 → ACNP
Volume
34
Issue
4
Year of publication
1999
Pages
465 - 487
Database
ISI
SICI code
0022-1090(199912)34:4<465:ACS>2.0.ZU;2-Q
Abstract
We present a new methodology for estimating time-varying conditional skewne ss. Our model allows for changing means and variances, uses a maximum Likel ihood framework with instruments, and assumes a non-central t distribution. We apply this method to daily, weekly, and monthly stock returns, and find that conditional skewness is important. In particular, we show that the ev idence of asymmetric variance is consistent with conditional skewness. Incl usion of conditional skewness also impacts the persistence in conditional v ariance.