A procedure of multiple period searching in unequally spaced time-series with the Lomb-Scargle method

Citation
Hpa. Van Dongen et al., A procedure of multiple period searching in unequally spaced time-series with the Lomb-Scargle method, BIOL RH RES, 30(2), 1999, pp. 149-177
Citations number
36
Categorie Soggetti
Physiology
Journal title
BIOLOGICAL RHYTHM RESEARCH
ISSN journal
09291016 → ACNP
Volume
30
Issue
2
Year of publication
1999
Pages
149 - 177
Database
ISI
SICI code
0929-1016(199904)30:2<149:APOMPS>2.0.ZU;2-B
Abstract
Periodogram analysis of unequally spaced time-series, as part of many biolo gical rhythm investigations, is complicated. The mathematical frameworkis s cattered over the literature, and the interpretation of results is often de batable. In this paper, we show that the Lomb-Scargle method is the appropr iate tool for periodogram analysis of unequally spaced data. A unique proce dure of multiple period searching is derived, facilitating the assessment o f the various rhythms that may be present in a time-series. All relevant ma thematical and statistical aspects are considered in detail, and much atten tion is given to the correct interpretation of results. The use of the proc edure is illustrated by examples, and problems that may be encountered are discussed. It is argued that, when following the procedure of multiple peri od searching, we can even benefit from the unequal spacing of a time-series in biological rhythm research.