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Jonckheere Trend Test - SPSS (part 2)
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Although relatively unknown, the Jonckheere Trend Test can be quite useful, as it is sometimes significantly more powerful than the more common Kruskal-Wallis test. Effectively, the Jonckheere Trend Test (a.k.a., Jonckheere-Terpstra test) is the non-parametric analogue to the linear contrast analysis within the ANOVA framework. In this video, I demonstrate how the Jonckheere Trend Test is the only method to obtain a statistically significant effect, in comparison to the Kruskal-Wallis, Median test, and the One-way ANOVA. I also show how to estimate the effect size for a Jonckheere Trend Test via Kendall's tau-b. In fact, I show how Jonckheere's Test and Kendall's tau yield identical results.
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