Unit root tests and their challenges
  • Kim, Seul Gee
  • Park, Cheolyong
  • Hwang, Sun-Young
  • Ha, Jeongcheol
  • Park, Inho
  • 외 1명
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초록

The Dickey-Fuller test (DF test) and its various modified versions have been widely used for unit root or random walk testing, though advices are necessary regarding their proper use in hands-on statistical algorithm software. In this paper, we review the development of such tests over several decades. We examine why such modified versions of DF tests were developed and proper instructions regarding their use are essential. In addition, we discuss a simple way to overcome this hurdle.

키워드

DF testextended MA() modelpersistency parameter
제목
Unit root tests and their challenges
저자
Kim, Seul GeePark, CheolyongHwang, Sun-YoungHa, JeongcheolPark, InhoKim, T.Y.
DOI
10.1080/03610926.2022.2150050
발행일
2024-04
유형
Article
저널명
Communications in Statistics - Theory and Methods
53
8
페이지
2840 ~ 2847