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Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method
We present a simple, spreadsheet-based method to determine the statistical significance of the difference between any two arbitrary curves. This modified Chi-squared method addresses two scenarios: A single measurement at each point with known standard deviation, or multiple measurements at each poi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10617697/ https://www.ncbi.nlm.nih.gov/pubmed/37906570 http://dx.doi.org/10.1371/journal.pone.0289619 |
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author | Hristova, Kalina Wimley, William C. |
author_facet | Hristova, Kalina Wimley, William C. |
author_sort | Hristova, Kalina |
collection | PubMed |
description | We present a simple, spreadsheet-based method to determine the statistical significance of the difference between any two arbitrary curves. This modified Chi-squared method addresses two scenarios: A single measurement at each point with known standard deviation, or multiple measurements at each point averaged to produce a mean and standard error. The method includes an essential correction for the deviation from normality in measurements with small sample size, which are typical in biomedical sciences. Statistical significance is determined without regard to the functionality of the curves, or the signs of the differences. Numerical simulations are used to validate the procedure. Example experimental data are used to demonstrate its application. An Excel spreadsheet is provided for performing the calculations for either scenario. |
format | Online Article Text |
id | pubmed-10617697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-106176972023-11-01 Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method Hristova, Kalina Wimley, William C. PLoS One Research Article We present a simple, spreadsheet-based method to determine the statistical significance of the difference between any two arbitrary curves. This modified Chi-squared method addresses two scenarios: A single measurement at each point with known standard deviation, or multiple measurements at each point averaged to produce a mean and standard error. The method includes an essential correction for the deviation from normality in measurements with small sample size, which are typical in biomedical sciences. Statistical significance is determined without regard to the functionality of the curves, or the signs of the differences. Numerical simulations are used to validate the procedure. Example experimental data are used to demonstrate its application. An Excel spreadsheet is provided for performing the calculations for either scenario. Public Library of Science 2023-10-31 /pmc/articles/PMC10617697/ /pubmed/37906570 http://dx.doi.org/10.1371/journal.pone.0289619 Text en © 2023 Hristova, Wimley https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hristova, Kalina Wimley, William C. Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method |
title | Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method |
title_full | Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method |
title_fullStr | Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method |
title_full_unstemmed | Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method |
title_short | Determining the statistical significance of the difference between arbitrary curves: A spreadsheet method |
title_sort | determining the statistical significance of the difference between arbitrary curves: a spreadsheet method |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10617697/ https://www.ncbi.nlm.nih.gov/pubmed/37906570 http://dx.doi.org/10.1371/journal.pone.0289619 |
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