Testing time-series stationarity against an alternative whose mean is periodic

Citation
Mj. Hinich et P. Wild, Testing time-series stationarity against an alternative whose mean is periodic, MACROECON D, 5(3), 2001, pp. 380-412
Citations number
30
Categorie Soggetti
Economics
Journal title
MACROECONOMIC DYNAMICS
ISSN journal
13651005 → ACNP
Volume
5
Issue
3
Year of publication
2001
Pages
380 - 412
Database
ISI
SICI code
1365-1005(200106)5:3<380:TTSAAA>2.0.ZU;2-J
Abstract
We develop a test of the null hypothesis that an observed time series is a realization of a strictly stationary random process. Our test is based on t he result that the kth value of the discrete Fourier transform of a sample frame has a zero mean under the null hypothesis. The test that we develop w ill have considerable power against an important form of nonstationarity hi therto not considered in the mainstream econometric time-series literature, that is, where the mean of a time series is periodic with random variation in its periodic structure. The size and power properties of the test are: investigated and its applicability to real-world problems is demonstrated b y application to three: economic data sets.