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AnovArray: a set of SAS macros for the analysis of variance of gene expression data
BACKGROUND: Analysis of variance is a powerful approach to identify differentially expressed genes in a complex experimental design for microarray and macroarray data. The advantage of the anova model is the possibility to evaluate multiple sources of variation in an experiment. RESULTS: AnovArray i...
Autores principales: | , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2005
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1177927/ https://www.ncbi.nlm.nih.gov/pubmed/15960854 http://dx.doi.org/10.1186/1471-2105-6-150 |
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author | Hennequet-Antier, Christelle Chiapello, Hélène Piot, Karine Degrelle, Séverine Hue, Isabelle Renard, Jean-Paul Rodolphe, François Robin, Stéphane |
author_facet | Hennequet-Antier, Christelle Chiapello, Hélène Piot, Karine Degrelle, Séverine Hue, Isabelle Renard, Jean-Paul Rodolphe, François Robin, Stéphane |
author_sort | Hennequet-Antier, Christelle |
collection | PubMed |
description | BACKGROUND: Analysis of variance is a powerful approach to identify differentially expressed genes in a complex experimental design for microarray and macroarray data. The advantage of the anova model is the possibility to evaluate multiple sources of variation in an experiment. RESULTS: AnovArray is a package implementing ANOVA for gene expression data using SAS(® )statistical software. The originality of the package is 1) to quantify the different sources of variation on all genes together, 2) to provide a quality control of the model, 3) to propose two models for a gene's variance estimation and to perform a correction for multiple comparisons. CONCLUSION: AnovArray is freely available at and requires only SAS(® )statistical software. |
format | Text |
id | pubmed-1177927 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2005 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-11779272005-07-21 AnovArray: a set of SAS macros for the analysis of variance of gene expression data Hennequet-Antier, Christelle Chiapello, Hélène Piot, Karine Degrelle, Séverine Hue, Isabelle Renard, Jean-Paul Rodolphe, François Robin, Stéphane BMC Bioinformatics Software BACKGROUND: Analysis of variance is a powerful approach to identify differentially expressed genes in a complex experimental design for microarray and macroarray data. The advantage of the anova model is the possibility to evaluate multiple sources of variation in an experiment. RESULTS: AnovArray is a package implementing ANOVA for gene expression data using SAS(® )statistical software. The originality of the package is 1) to quantify the different sources of variation on all genes together, 2) to provide a quality control of the model, 3) to propose two models for a gene's variance estimation and to perform a correction for multiple comparisons. CONCLUSION: AnovArray is freely available at and requires only SAS(® )statistical software. BioMed Central 2005-06-16 /pmc/articles/PMC1177927/ /pubmed/15960854 http://dx.doi.org/10.1186/1471-2105-6-150 Text en Copyright © 2005 Hennequet-Antier et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Software Hennequet-Antier, Christelle Chiapello, Hélène Piot, Karine Degrelle, Séverine Hue, Isabelle Renard, Jean-Paul Rodolphe, François Robin, Stéphane AnovArray: a set of SAS macros for the analysis of variance of gene expression data |
title | AnovArray: a set of SAS macros for the analysis of variance of gene expression data |
title_full | AnovArray: a set of SAS macros for the analysis of variance of gene expression data |
title_fullStr | AnovArray: a set of SAS macros for the analysis of variance of gene expression data |
title_full_unstemmed | AnovArray: a set of SAS macros for the analysis of variance of gene expression data |
title_short | AnovArray: a set of SAS macros for the analysis of variance of gene expression data |
title_sort | anovarray: a set of sas macros for the analysis of variance of gene expression data |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1177927/ https://www.ncbi.nlm.nih.gov/pubmed/15960854 http://dx.doi.org/10.1186/1471-2105-6-150 |
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