twowaytests: An R package for two-way tests in independent groups designs

IF 2.4 4区计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING

SoftwareX Pub Date : 2024-09-01 DOI:10.1016/j.softx.2024.101862

Osman Dag , Merve Kasikci , Muhammed Ali Yilmaz , Samaradasa Weerahandi , Malwane M.A. Ananda

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引用次数: 0

Abstract

Two-way tests in independent groups designs are the most frequently used statistical techniques in various fields. In this paper, we present twowaytests package to investigate the effects of two treatments and the associated interaction on the dependent variable. The package offers two-way tests involving two-way ANOVA, parametric bootstrap based generalized test, generalized pivotal quantity based generalized test, two-way ANOVA for trimmed means, two-way ANOVA using M-estimators for location, and two-way ANOVA for medians. The package provides some basic descriptive statistics, pairwise comparisons, variance homogeneity and normality tests, and well-arranged graphical approaches. Furthermore, its web application is freely available at http://www.softmed.hacettepe.edu.tr/twowaytests.

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twowaytests：用于独立分组设计中双向检验的 R 软件包

独立分组设计中的双向检验是各个领域最常用的统计技术。本文介绍了 twowaytests 软件包，用于研究两种处理及相关交互作用对因变量的影响。该软件包提供的双向检验包括双向方差分析、基于参数引导的广义检验、基于广义枢轴量的广义检验、修剪均值的双向方差分析、使用 M-estimators 进行位置的双向方差分析以及中位数的双向方差分析。该软件包提供了一些基本的描述性统计、成对比较、方差齐性和正态性检验以及排列整齐的图形方法。此外，该软件包的网络应用程序可在 http://www.softmed.hacettepe.edu.tr/twowaytests 免费获取。

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来源期刊

SoftwareX COMPUTER SCIENCE, SOFTWARE ENGINEERING-

CiteScore

5.50

自引率

2.90%

发文量

184

审稿时长

9 weeks

期刊介绍： SoftwareX aims to acknowledge the impact of software on today''s research practice, and on new scientific discoveries in almost all research domains. SoftwareX also aims to stress the importance of the software developers who are, in part, responsible for this impact. To this end, SoftwareX aims to support publication of research software in such a way that: The software is given a stamp of scientific relevance, and provided with a peer-reviewed recognition of scientific impact; The software developers are given the credits they deserve; The software is citable, allowing traditional metrics of scientific excellence to apply; The academic career paths of software developers are supported rather than hindered; The software is publicly available for inspection, validation, and re-use. Above all, SoftwareX aims to inform researchers about software applications, tools and libraries with a (proven) potential to impact the process of scientific discovery in various domains. The journal is multidisciplinary and accepts submissions from within and across subject domains such as those represented within the broad thematic areas below: Mathematical and Physical Sciences; Environmental Sciences; Medical and Biological Sciences; Humanities, Arts and Social Sciences. Originating from these broad thematic areas, the journal also welcomes submissions of software that works in cross cutting thematic areas, such as citizen science, cybersecurity, digital economy, energy, global resource stewardship, health and wellbeing, etcetera. SoftwareX specifically aims to accept submissions representing domain-independent software that may impact more than one research domain.