Alternatives Test in ANOVA with Unequal Variance and Unequal Sample Size


Authors : Júlio A. Mabuie

Volume/Issue : Volume 8 - 2023, Issue 11 - November

Google Scholar : https://tinyurl.com/2p4ndc74

Scribd : https://tinyurl.com/5n6van5x

DOI : https://doi.org/10.5281/zenodo.10250330

Abstract : This article presents a discussion about the methods used in experimental statistics, which considers a case study in which we have experimental units with unequal sample sizes. For this type of experimentation, non-observation of certain assumptions underlying the carrying out of the associated tests is observable, forcing the researcher to opt for alternative methods. With the aim of comparing the average pedagogical performance of students from different groups of students, a database was considered, made available in three groups of students according to the distances travelled to school. Given the observable violation of the assumptions of equality of variances and normality, for the analysis and discussion of the results, some non-parametric tests were described, for multiple comparisons and post-hoc tests, which are pairwise comparisons of means.

Keywords : Analysis of Variance, Unequal Sample Size, and Non-Parametric Test.

This article presents a discussion about the methods used in experimental statistics, which considers a case study in which we have experimental units with unequal sample sizes. For this type of experimentation, non-observation of certain assumptions underlying the carrying out of the associated tests is observable, forcing the researcher to opt for alternative methods. With the aim of comparing the average pedagogical performance of students from different groups of students, a database was considered, made available in three groups of students according to the distances travelled to school. Given the observable violation of the assumptions of equality of variances and normality, for the analysis and discussion of the results, some non-parametric tests were described, for multiple comparisons and post-hoc tests, which are pairwise comparisons of means.

Keywords : Analysis of Variance, Unequal Sample Size, and Non-Parametric Test.

CALL FOR PAPERS


Paper Submission Last Date
31 - May - 2024

Paper Review Notification
In 1-2 Days

Paper Publishing
In 2-3 Days

Video Explanation for Published paper

Never miss an update from Papermashup

Get notified about the latest tutorials and downloads.

Subscribe by Email

Get alerts directly into your inbox after each post and stay updated.
Subscribe
OR

Subscribe by RSS

Add our RSS to your feedreader to get regular updates from us.
Subscribe