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Sample path properties of an explosive double autoregressive model
- Source :
- Econometric Reviews. 37:484-490
- Publication Year :
- 2016
- Publisher :
- Informa UK Limited, 2016.
-
Abstract
- This article studies sample path properties of an explosive double autoregressive (DAR) model. After suitable renormalization, it is shown that the sample path converges weakly to a geometric Brownian motion. This further strengthens our understanding of sample paths of nonstationary DAR processes. The obtained results can be extended to nonstationary random coefficient autoregressive (RCA) models. Simulation studies are carried out to support our results.
- Subjects :
- Economics and Econometrics
Mathematical optimization
Geometric Brownian motion
Statistics::Applications
Explosive material
05 social sciences
Sample (statistics)
Lyapunov exponent
01 natural sciences
Renormalization
010104 statistics & probability
symbols.namesake
Autoregressive model
0502 economics and business
symbols
Sample path
Statistical physics
0101 mathematics
STAR model
050205 econometrics
Mathematics
Subjects
Details
- ISSN :
- 15324168 and 07474938
- Volume :
- 37
- Database :
- OpenAIRE
- Journal :
- Econometric Reviews
- Accession number :
- edsair.doi...........713e210362bf09bf8a24f5ff078ec746
- Full Text :
- https://doi.org/10.1080/07474938.2015.1092841