Title
Wavelet-based time series analysis of circadian rhythms
Contributors
Creator: Leise, Tanya (Amherst College. Department of Mathematics and Statistics)
Creator: Harrington, Mary (Smith College. Neuroscience Program)
Creator: Harrington, Mary (Smith College. Neuroscience Program)
Genre
Publication Information
Published Version
Date Issued
2011-10
Note
Final published version appeared in Journal of Biological Rhythms.
Abstract
Analysis of circadian oscillations that exhibit variability in period or amplitude can be accomplished through wavelet transforms. Wavelet-based methods can also be used quite effectively to remove trend and noise from time series and to assess the strength of rhythms in different frequency bands, for example, ultradian versus circadian components in an activity record. In this article, we describe how to apply discrete and continuous wavelet transforms to time series of circadian rhythms, illustrated with novel analyses of 2 case studies involving mouse wheel-running activity and oscillations in PER2::LUC bioluminescence from SCN explants.
Subjects
Identifier (DOI)
10.1177/0748730411416330
Language
English
Files referenced in this Digital Object
- Download Leise_2011_wavelet-basedtime.pdf
- Download Leise_2011_wavelet-basedtime.pdf
- Download Leise_2011_wavelet-basedtime.pdf
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