Title
Bootstrap in nonstationary autoregression.
Abstract
The first-order autoregression model with heteroskedastic innovations is considered and it is shown that the classical bootstrap procedure based on estimated residuals fails for the least-squares estimator of the autoregression coefficient. A different procedure called wild bootstrap, respectively its modification is considered and its consistency in the strong sense is established under very mild moment conditions.
Year
Venue
Field
2002
KYBERNETIKA
Econometrics,Autoregressive model,Heteroscedasticity,Bayesian vector autoregression,Bootstrapping (electronics),Mathematics,Estimator
DocType
Volume
Issue
Journal
38
4
ISSN
Citations 
PageRank 
0023-5954
0
0.34
References 
Authors
0
1
Name
Order
Citations
PageRank
Zuzana Praskova102.70