Tests of the seasonal unit-root hypothesis against heteroscedastic seasonal integration

被引:7
作者
Taylor, AMR [1 ]
Smith, RJ
机构
[1] Univ Birmingham, Dept Econ, Birmingham B15 2TT, W Midlands, England
[2] Univ Bristol, Dept Econ, Bristol BS8 1TN, Avon, England
基金
英国经济与社会研究理事会;
关键词
autoregression; locally most powerful test; randomized seasonal unit root; seasonal random walk;
D O I
10.1198/073500101316970412
中图分类号
F [经济];
学科分类号
02 ;
摘要
This article considers the problem of testing for a nonstochastic seasonal unit root in a seasonally observed rime series process against the alternative of a randomized seasonal root with mean unity; that is, the process displays heteroscedastic seasonal integration. The alternative hypothesis allows for potentially frequently occurring changes of regime in the process under investigation, allowing for more volatile forms of seasonal nonstationarity. We discuss a family of models that allow for a potentially smooth transition between the explosive and stationary phases of the seasonal model. To test this hypothesis we consider extensions to existing approaches developed to test against nonseasonal stochastic unit roots. Asymptotic representations of the test statistics are derived. An empirical application to a variety of quarterly measures of U.K. consumer's expenditure is also considered.
引用
收藏
页码:192 / 207
页数:16
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