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StatiCAL:一种用于生物医学数据统计分析和科学评估的交互式工具。

StatiCAL: an interactive tool for statistical analysis of biomedical data and scientific valorization.

作者信息

Pace-Loscos Tanguy, Gal Jocelyn, Contu Sara, Schiappa Renaud, Chamorey Emmanuel, Culié Dorian

机构信息

Département d'Epidémiologie, de Biostatistique et des Données de Santé, Centre Antoine Lacassagne, Université Cote d'Azur, Nice, France.

Institut Universitaire de la Face et du Cou, Centre Antoine Lacassagne, Département de Chirurgie Cervico-Faciale, Université Cote d'Azur, 06103, Nice, France.

出版信息

BMC Bioinformatics. 2024 Jun 12;25(1):210. doi: 10.1186/s12859-024-05829-z.

Abstract

BACKGROUND

In the realm of biomedical research, the growing volume, diversity and quantity of data has escalated the demand for statistical analysis as it is indispensable for synthesizing, interpreting, and publishing data. Hence the need for accessible analysis tools drastically increased. StatiCAL emerges as a user-friendly solution, enabling researchers to conduct basic analyses without necessitating extensive programming expertise.

RESULTS

StatiCAL includes divers functionalities: data management, visualization on variables and statistical analysis. Data management functionalities allow the user to freely add or remove variables, to select sub-population and to visualise selected data to better perform the analysis. With this tool, users can freely perform statistical analysis such as descriptive, graphical, univariate, and multivariate analysis. All of this can be performed without the need to learn R coding as the software is a graphical user interface where all the action can be performed by clicking a button.

CONCLUSIONS

StatiCAL represents a valuable contribution to the field of biomedical research. By being open-access and by providing an intuitive interface with robust features, StatiCAL allow researchers to gain autonomy in conducting their projects.

摘要

背景

在生物医学研究领域,数据量不断增长、种类日益繁多,这使得统计分析的需求急剧上升,因为它对于数据的综合、解释和发表至关重要。因此,对易于使用的分析工具的需求大幅增加。StatiCAL应运而生,它是一个用户友好的解决方案,使研究人员无需具备广泛的编程专业知识就能进行基本分析。

结果

StatiCAL具有多种功能:数据管理、变量可视化和统计分析。数据管理功能允许用户自由添加或删除变量、选择子群体并可视化所选数据,以便更好地进行分析。使用此工具,用户可以自由进行统计分析,如描述性分析、图形分析、单变量分析和多变量分析。所有这些操作都无需学习R编码,因为该软件是一个图形用户界面,所有操作都可以通过点击按钮完成。

结论

StatiCAL对生物医学研究领域做出了宝贵贡献。通过开放获取并提供具有强大功能的直观界面,StatiCAL使研究人员在开展项目时能够获得自主性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f642/11167775/dbcff01ae51c/12859_2024_5829_Fig1_HTML.jpg

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