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Yuichi GOTO (Kyushu Univ.) “The Existence and Uniqueness of Lagged Spectrum”
Finance & Financial Econometrics:
Time: 11.30 am
Date: 13th of April 2023
Room 3001
Yuichi GOTO (Kyushu Univ.) “The Existence and Uniqueness of Lagged Spectrum”
Abstract : TCoherence is a similarity measure between two time series and takes the form of the time series extension of Pearson’s correlation. However, only a linear relationship between two time series can be measured by coherence. In this talk, we introduce a lagged spectrum in order to measure non-linear relationships and show the existence and uniqueness of a lagged spectrum by decomposing the regression model we consider into orthogonal processes. We also propose a test for the existence of the lagged process and apply our test to economic data.
Joint work : Xuze Zhang (Univ. of Maryland), Benjamin Kedem (Univ. of Maryland) and Shuo Chen (Univ. of Maryland)
Organizers:
Jean-Michel ZAKOIAN (CREST)
Sponsors:
CREST