Work

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

Year: 2024

Type: software-paper

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 .

Source: SoftwareX

DOI: 10.1016/j.softx.2024.101862

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

Institutions: Hacettepe University, University of Nevada, Las Vegas

Language: English

Topic: Data Analysis with R

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $970

OpenAlex ID: W4402038596

Cites: 21

Cited by: 5

Related to: 10