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What to use to express the variability of data: Standard deviation or standard error of mean?

Statistics plays a vital role in biomedical research. It helps present data precisely and draws the meaningful conclusions. While presenting data, one should be aware of using adequate statistical measures. In biomedical journals, Standard Error of Mean (SEM) and Standard Deviation (SD) are used int...

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Detalles Bibliográficos
Autores principales: Barde, Mohini P., Barde, Prajakt J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3487226/
https://www.ncbi.nlm.nih.gov/pubmed/23125963
http://dx.doi.org/10.4103/2229-3485.100662
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author Barde, Mohini P.
Barde, Prajakt J.
author_facet Barde, Mohini P.
Barde, Prajakt J.
author_sort Barde, Mohini P.
collection PubMed
description Statistics plays a vital role in biomedical research. It helps present data precisely and draws the meaningful conclusions. While presenting data, one should be aware of using adequate statistical measures. In biomedical journals, Standard Error of Mean (SEM) and Standard Deviation (SD) are used interchangeably to express the variability; though they measure different parameters. SEM quantifies uncertainty in estimate of the mean whereas SD indicates dispersion of the data from mean. As readers are generally interested in knowing the variability within sample, descriptive data should be precisely summarized with SD. Use of SEM should be limited to compute CI which measures the precision of population estimate. Journals can avoid such errors by requiring authors to adhere to their guidelines.
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spelling pubmed-34872262012-11-02 What to use to express the variability of data: Standard deviation or standard error of mean? Barde, Mohini P. Barde, Prajakt J. Perspect Clin Res Biostatistics Statistics plays a vital role in biomedical research. It helps present data precisely and draws the meaningful conclusions. While presenting data, one should be aware of using adequate statistical measures. In biomedical journals, Standard Error of Mean (SEM) and Standard Deviation (SD) are used interchangeably to express the variability; though they measure different parameters. SEM quantifies uncertainty in estimate of the mean whereas SD indicates dispersion of the data from mean. As readers are generally interested in knowing the variability within sample, descriptive data should be precisely summarized with SD. Use of SEM should be limited to compute CI which measures the precision of population estimate. Journals can avoid such errors by requiring authors to adhere to their guidelines. Medknow Publications & Media Pvt Ltd 2012 /pmc/articles/PMC3487226/ /pubmed/23125963 http://dx.doi.org/10.4103/2229-3485.100662 Text en Copyright: © Perspectives in Clinical Research http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Biostatistics
Barde, Mohini P.
Barde, Prajakt J.
What to use to express the variability of data: Standard deviation or standard error of mean?
title What to use to express the variability of data: Standard deviation or standard error of mean?
title_full What to use to express the variability of data: Standard deviation or standard error of mean?
title_fullStr What to use to express the variability of data: Standard deviation or standard error of mean?
title_full_unstemmed What to use to express the variability of data: Standard deviation or standard error of mean?
title_short What to use to express the variability of data: Standard deviation or standard error of mean?
title_sort what to use to express the variability of data: standard deviation or standard error of mean?
topic Biostatistics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3487226/
https://www.ncbi.nlm.nih.gov/pubmed/23125963
http://dx.doi.org/10.4103/2229-3485.100662
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