TY - JOUR
T1 - Measuring business cycles with structural breaks and outliers
T2 - Applications to international data
AU - Perron, Pierre
AU - Wada, Tatsuma
N1 - Publisher Copyright:
© 2015 University of Venice.
PY - 2016/6/1
Y1 - 2016/6/1
N2 - This paper first generalizes the trend-cycle decomposition framework of Perron and Wada (2009) based on unobserved components models with innovations having a mixture of normals distribution, which is able to handle sudden level and slope changes to the trend function as well as outliers. We investigate how important are the differences in the implied trend and cycle compared to the popular decomposition based on the Hodrick and Prescott (HP) (1997) filter. Our results show important qualitative and quantitative differences in the implied cycles for both real GDP and consumption series for the G7 countries. Most of the differences can be ascribed to the fact that the HP filter does not handle well slope changes, level shifts and outliers, while our method does so. Then, we reassess how such different cycles affect some so-called "stylized facts" about the relative variability of consumption and output across countries.
AB - This paper first generalizes the trend-cycle decomposition framework of Perron and Wada (2009) based on unobserved components models with innovations having a mixture of normals distribution, which is able to handle sudden level and slope changes to the trend function as well as outliers. We investigate how important are the differences in the implied trend and cycle compared to the popular decomposition based on the Hodrick and Prescott (HP) (1997) filter. Our results show important qualitative and quantitative differences in the implied cycles for both real GDP and consumption series for the G7 countries. Most of the differences can be ascribed to the fact that the HP filter does not handle well slope changes, level shifts and outliers, while our method does so. Then, we reassess how such different cycles affect some so-called "stylized facts" about the relative variability of consumption and output across countries.
KW - International business cycle
KW - Non-Gaussian filter
KW - Trend-cycle decomposition
KW - Unobserved components model
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U2 - 10.1016/j.rie.2015.12.001
DO - 10.1016/j.rie.2015.12.001
M3 - Article
AN - SCOPUS:84952361080
SN - 1090-9443
VL - 70
SP - 281
EP - 303
JO - Research in Economics
JF - Research in Economics
IS - 2
ER -