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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...

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Detalles Bibliográficos
Autores principales: Hristova, Kalina, Wimley, William C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
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.
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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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