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Data on the application of Functional Data Analysis in food fermentations

This article refers to the paper “Assessment of table olive fermentation by functional data analysis” (Ruiz-Bellido et al., 2016) [1]. The dataset include pH, titratable acidity, yeast count and area values obtained during fermentation process (380 days) of Aloreña de Málaga olives subjected to five...

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Autores principales: Ruiz-Bellido, M.A., Romero-Gil, V., García-García, P., Rodríguez-Gómez, F., Arroyo-López, F.N., Garrido-Fernández, A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5035237/
https://www.ncbi.nlm.nih.gov/pubmed/27689129
http://dx.doi.org/10.1016/j.dib.2016.09.013
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author Ruiz-Bellido, M.A.
Romero-Gil, V.
García-García, P.
Rodríguez-Gómez, F.
Arroyo-López, F.N.
Garrido-Fernández, A.
author_facet Ruiz-Bellido, M.A.
Romero-Gil, V.
García-García, P.
Rodríguez-Gómez, F.
Arroyo-López, F.N.
Garrido-Fernández, A.
author_sort Ruiz-Bellido, M.A.
collection PubMed
description This article refers to the paper “Assessment of table olive fermentation by functional data analysis” (Ruiz-Bellido et al., 2016) [1]. The dataset include pH, titratable acidity, yeast count and area values obtained during fermentation process (380 days) of Aloreña de Málaga olives subjected to five different fermentation systems: i) control of acidified cured olives, ii) highly acidified cured olives, iii) intermediate acidified cured olives, iv) control of traditional cracked olives, and v) traditional olives cracked after 72 h of exposure to air. Many of the Tables and Figures shown in this paper were deduced after application of Functional Data Analysis to raw data using a routine executed under R software for comparison among treatments by the transformation of raw data into smooth curves and the application of a new battery of statistical tools (functional pointwise estimation of the averages and standard deviations, maximum, minimum, first and second derivatives, functional regression, and functional F and t-tests).
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spelling pubmed-50352372016-09-29 Data on the application of Functional Data Analysis in food fermentations Ruiz-Bellido, M.A. Romero-Gil, V. García-García, P. Rodríguez-Gómez, F. Arroyo-López, F.N. Garrido-Fernández, A. Data Brief Data Article This article refers to the paper “Assessment of table olive fermentation by functional data analysis” (Ruiz-Bellido et al., 2016) [1]. The dataset include pH, titratable acidity, yeast count and area values obtained during fermentation process (380 days) of Aloreña de Málaga olives subjected to five different fermentation systems: i) control of acidified cured olives, ii) highly acidified cured olives, iii) intermediate acidified cured olives, iv) control of traditional cracked olives, and v) traditional olives cracked after 72 h of exposure to air. Many of the Tables and Figures shown in this paper were deduced after application of Functional Data Analysis to raw data using a routine executed under R software for comparison among treatments by the transformation of raw data into smooth curves and the application of a new battery of statistical tools (functional pointwise estimation of the averages and standard deviations, maximum, minimum, first and second derivatives, functional regression, and functional F and t-tests). Elsevier 2016-09-15 /pmc/articles/PMC5035237/ /pubmed/27689129 http://dx.doi.org/10.1016/j.dib.2016.09.013 Text en © 2016 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
Ruiz-Bellido, M.A.
Romero-Gil, V.
García-García, P.
Rodríguez-Gómez, F.
Arroyo-López, F.N.
Garrido-Fernández, A.
Data on the application of Functional Data Analysis in food fermentations
title Data on the application of Functional Data Analysis in food fermentations
title_full Data on the application of Functional Data Analysis in food fermentations
title_fullStr Data on the application of Functional Data Analysis in food fermentations
title_full_unstemmed Data on the application of Functional Data Analysis in food fermentations
title_short Data on the application of Functional Data Analysis in food fermentations
title_sort data on the application of functional data analysis in food fermentations
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5035237/
https://www.ncbi.nlm.nih.gov/pubmed/27689129
http://dx.doi.org/10.1016/j.dib.2016.09.013
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