Example: tourism industry
Generalized Autoregressive
Found 2 free book(s)
Chapter 9 Autocorrelation - IIT Kanpur
home.iitk.ac.inEstimation under the first order autoregressive process: Consider a simple linear regression model yXut nttt 01 ,1,2,...,. Assume usi ' follow a first-order autoregressive scheme defined as uutt t 1 where 1, ( ) 0,E t 2 if 0 (, ) tts0if 0 s E s
Lecture 5a: ARCH Models - Miami University
www.fsb.miamioh.edu• The generalized ARCH or GARCH model is a parsimonious alternative to an ARCH(p) model. It is given by σ2 t = ω + αr2 t 1 + βσ 2 t 1 (14) where the ARCH term is r2 t 1 and the GARCH term is σ 2 t 1. • In general, a GARCH(p,q) model includes p ARCH terms and q GARCH terms. 16