Publikation: Working paper/Preprint › Working paper › Forskning
Publikation: Working paper/Preprint › Working paper › Forskning
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TY - UNPB
T1 - A Note on the Vogelsang Test for Additive Outliers
AU - Haldrup, Niels
AU - Sansó, Andreu
PY - 2006
Y1 - 2006
N2 - The role of additive outliers in integrated time series has attractedsome attention recently and research shows that outlier detection shouldbe an integral part of unit root testing procedures. Recently, Vogelsang(1999) suggested an iterative procedure for the detection of multiple additiveoutliers in integrated time series. However, the procedure appearsto suffr from serious size distortions towards the finding of too manyoutliers as has been shown by Perron and Rodriguez (2003). In this notewe prove the inconsistency of the test in each step of the iterative procedureand hence alternative routes need to be taken to detect outliers innonstationary time series.
AB - The role of additive outliers in integrated time series has attractedsome attention recently and research shows that outlier detection shouldbe an integral part of unit root testing procedures. Recently, Vogelsang(1999) suggested an iterative procedure for the detection of multiple additiveoutliers in integrated time series. However, the procedure appearsto suffr from serious size distortions towards the finding of too manyoutliers as has been shown by Perron and Rodriguez (2003). In this notewe prove the inconsistency of the test in each step of the iterative procedureand hence alternative routes need to be taken to detect outliers innonstationary time series.
KW - Additive outliers, outlier detection, integrated processes
M3 - Working paper
BT - A Note on the Vogelsang Test for Additive Outliers
PB - Institut for Økonomi, Aarhus Universitet
CY - Aarhus
ER -