AN SSA-BASED PROCEDURE FOR EXPLORING STRUCTURAL CHANGES IN TIME SERIES
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SEMINAR blended
12 NOVEMBER 2024 12.00 PM ROOM 34 BUILDING CU002, FLOOR 04
Some procedures based on Singular Spectral Analysis focus on detecting potential structural changes in a time series by comparing a single decomposition method applied
to two trajectory matrices (base and test).
We propose a new approach that compares two different decomposition methods, both using the NIPALS algorithm, applied to the same trajectory matrix of the time series.
Examples are provided to illustrate this new structural change detection procedure.
(a joint work with Alberto Silva)
Some procedures based on Singular Spectral Analysis focus on detecting potential structural changes in a time series by comparing a single decomposition method applied
to two trajectory matrices (base and test).
We propose a new approach that compares two different decomposition methods, both using the NIPALS algorithm, applied to the same trajectory matrix of the time series.
Examples are provided to illustrate this new structural change detection procedure.
(a joint work with Alberto Silva).
Speaker
Adelaide Freitas
Department of Mathematics - University of Aveiro
CIDMA, Center for Research and Development in
Mathematics and Applications
University of Aveiro - Portugal
Participate with zoom
Passcode:
432940
In allegato la locandina
Relatore:
Adelaide Freitas
Data:
12/11/2024 - 12:00
Luogo:
[ROOM 34 BUILDING CU002, FLOOR 04, Participate with zoom Passcode: 432940]
Allegati: