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The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation
BACKGROUND: Periodic or cyclic data of known periodicity are frequently encountered in epidemiological and biomedical research: for instance, seasonality provides a useful experiment of nature while diurnal rhythms play an important role in endocrine secretion. There is, however, little consensus on...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2014
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4196209/ https://www.ncbi.nlm.nih.gov/pubmed/25342954 http://dx.doi.org/10.1186/1742-7622-11-15 |
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author | Fulford, Anthony JC |
author_facet | Fulford, Anthony JC |
author_sort | Fulford, Anthony JC |
collection | PubMed |
description | BACKGROUND: Periodic or cyclic data of known periodicity are frequently encountered in epidemiological and biomedical research: for instance, seasonality provides a useful experiment of nature while diurnal rhythms play an important role in endocrine secretion. There is, however, little consensus on how to analysis these data and less still on how to measure association or effect size for the often complex patterns seen. RESULTS: A simple statistic, readily derived from Fourier regression models, provides a readily-understood measure cyclic variation in a wide variety of situations. CONCLUSION: The coefficient of cyclic variation or similar statistics derived from the variance of a Fourier series could provide a universal means of summarising the magnitude of periodic variation. |
format | Online Article Text |
id | pubmed-4196209 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-41962092014-10-23 The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation Fulford, Anthony JC Emerg Themes Epidemiol Methodology BACKGROUND: Periodic or cyclic data of known periodicity are frequently encountered in epidemiological and biomedical research: for instance, seasonality provides a useful experiment of nature while diurnal rhythms play an important role in endocrine secretion. There is, however, little consensus on how to analysis these data and less still on how to measure association or effect size for the often complex patterns seen. RESULTS: A simple statistic, readily derived from Fourier regression models, provides a readily-understood measure cyclic variation in a wide variety of situations. CONCLUSION: The coefficient of cyclic variation or similar statistics derived from the variance of a Fourier series could provide a universal means of summarising the magnitude of periodic variation. BioMed Central 2014-10-02 /pmc/articles/PMC4196209/ /pubmed/25342954 http://dx.doi.org/10.1186/1742-7622-11-15 Text en Copyright © 2014 Fulford; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/4.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Fulford, Anthony JC The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation |
title | The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation |
title_full | The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation |
title_fullStr | The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation |
title_full_unstemmed | The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation |
title_short | The coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation |
title_sort | coefficient of cyclic variation: a novel statistic to measure the magnitude of cyclic variation |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4196209/ https://www.ncbi.nlm.nih.gov/pubmed/25342954 http://dx.doi.org/10.1186/1742-7622-11-15 |
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