REDEFINING VARIANCE TESTING: EXPLORING ALTERNATIVE APPROACHES

Levene's Test, as introduced by, offers a method for assessing variability within a population. It involves calculating the absolute differences between individual values (x) and their group mean (x̅), followed by conducting a one-way Analysis of Variance (ANOVA) on these derived values. This test provides a valuable tool for investigating the homogeneity of variances among different groups, a fundamental aspect in statistical analysis

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-18
DOI
https://doi.org/10.5281/zenodo.14513030
Primary Topic
Statistical Methods and Applications
Type
article
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article

REDEFINING VARIANCE TESTING: EXPLORING ALTERNATIVE APPROACHES

Zenodo (CERN European Organization for Nuclear Research)
Statistical Methods and Applications
article

REDEFINING VARIANCE TESTING: EXPLORING ALTERNATIVE APPROACHES

article en

Abstract

Levene's Test, as introduced by, offers a method for assessing variability within a population. It involves calculating the absolute differences between individual values (x) and their group mean (x̅), followed by conducting a one-way Analysis of Variance (ANOVA) on these derived values. This test provides a valuable tool for investigating the homogeneity of variances among different groups, a fundamental aspect in statistical analysis

Zenodo (CERN European Organization for Nuclear Research)
BP (Canada) (CA)
Reduced inequalities
Openalex Percentile: Top 48%
Statistical Methods and Applications
DOIOpen Access PDFOpenAlex
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REDEFINING VARIANCE TESTING: EXPLORING ALTERNATIVE APPROACHES · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS