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Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient
The data presented in this article are related to the article titled "Molecular Dynamics as a tool for in silico screening of skin permeability" (Rocco et al., 2017) [1]. Knowledge of the confidence interval and maximum theoretical value of the correlation coefficient r can prove useful to...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5540710/ https://www.ncbi.nlm.nih.gov/pubmed/28795106 http://dx.doi.org/10.1016/j.dib.2017.07.045 |
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author | Rocco, Paolo Cilurzo, Francesco Minghetti, Paola Vistoli, Giulio Pedretti, Alessandro |
author_facet | Rocco, Paolo Cilurzo, Francesco Minghetti, Paola Vistoli, Giulio Pedretti, Alessandro |
author_sort | Rocco, Paolo |
collection | PubMed |
description | The data presented in this article are related to the article titled "Molecular Dynamics as a tool for in silico screening of skin permeability" (Rocco et al., 2017) [1]. Knowledge of the confidence interval and maximum theoretical value of the correlation coefficient r can prove useful to estimate the reliability of developed predictive models, in particular when there is great variability in compiled experimental datasets. In this Data in Brief article, data from purposely designed numerical simulations are presented to show how much the maximum r value is worsened by increasing the data uncertainty. The corresponding confidence interval of r is determined by using the Fisher r→Z transform. |
format | Online Article Text |
id | pubmed-5540710 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-55407102017-08-09 Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient Rocco, Paolo Cilurzo, Francesco Minghetti, Paola Vistoli, Giulio Pedretti, Alessandro Data Brief Pharmacology, Toxicology and Pharmaceutical Science The data presented in this article are related to the article titled "Molecular Dynamics as a tool for in silico screening of skin permeability" (Rocco et al., 2017) [1]. Knowledge of the confidence interval and maximum theoretical value of the correlation coefficient r can prove useful to estimate the reliability of developed predictive models, in particular when there is great variability in compiled experimental datasets. In this Data in Brief article, data from purposely designed numerical simulations are presented to show how much the maximum r value is worsened by increasing the data uncertainty. The corresponding confidence interval of r is determined by using the Fisher r→Z transform. Elsevier 2017-07-23 /pmc/articles/PMC5540710/ /pubmed/28795106 http://dx.doi.org/10.1016/j.dib.2017.07.045 Text en © 2017 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 | Pharmacology, Toxicology and Pharmaceutical Science Rocco, Paolo Cilurzo, Francesco Minghetti, Paola Vistoli, Giulio Pedretti, Alessandro Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient |
title | Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient |
title_full | Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient |
title_fullStr | Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient |
title_full_unstemmed | Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient |
title_short | Simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient |
title_sort | simulation data for an estimation of the maximum theoretical value and confidence interval for the correlation coefficient |
topic | Pharmacology, Toxicology and Pharmaceutical Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5540710/ https://www.ncbi.nlm.nih.gov/pubmed/28795106 http://dx.doi.org/10.1016/j.dib.2017.07.045 |
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