A robust Spearman correlation coefficient permutation test

In this work, we show that Spearman's correlation coefficient test about H 0 : ρ s = 0 found in most statistical software is theoretically incorrect and performs poorly when bivariate normality assumptions are not met or the sample size is small. There is common misconception that the tests abo...

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Vydané v:	Communications in statistics. Theory and methods Ročník 53; číslo 6; s. 2141 - 2153
Hlavní autori:	Yu, Han, Hutson, Alan D.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Taylor & Francis 18.03.2024 Taylor & Francis Ltd
Predmet:	Bivariate analysis Correlation coefficients non-normality Normality Permutations Rank correlation Robust control small sample Statistical analysis studentized non-normality studentized rank correlation small sample
ISSN:	0361-0926, 1532-415X
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