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Multiple comparison between groups were done using Turkey HSD (honesty significance difference) test.
Apart from the correlation analysis in Experiment #1 in which we set alpha to 2.5% due to multiple comparison between Q1, Q3, and Q4, we set alpha to 5% in all remaining tests.
We used the Student-Newman-Keuls Method for pair-wise multiple comparison between the different conditions, which yielded significant results for the comparison between the illusion condition and each of the two control conditions (N = 14, p = 0.035 and p = 0.030, respectively), and a non-significant result for the comparison between the two control conditions (N = 14, p = 0.729).
Multiple comparison between the groups was performed using Dunnett's method.
The Bonferroni test was used to conduct multiple comparison between each two groups.
A multiple comparison between groups was performed with Tukey's test as a post hoc analysis.
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One-way ANOVA with Bonferroni's multiple comparison tests were used for multiple comparisons between data.
Effect sizes (hedge's g) were also calculated for multiple comparisons between key time points.
All analyses are by the Kruskal-Wallis test, with Dunn's correction for multiple comparisons between groups.
Standard paired t-test Bonferroni corrected for multiple comparisons between ASC responses following the Hallucination Machine and psilocybin did not reach significance for any of the question.
The study made multiple comparisons — between homosexuals and heterosexuals, between men and women, and among Latinos, African-Americans and whites — while also incorporating harder-to-define factors such as the respective coping styles of different minority groups.
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