| Data structure | Type of test | Post-hoc power |
a | Normal | 2 × 2 ANOVA | 0.06 |
b | Negative binomial (overdispersed count) | GLMM, RI, and S | a |
c | Normal | 2 × 2 × 6 repeated-measures ANOVA | 0.27 |
d | Negative binomial | GLMM, RI, and S with UCS matrix | a |
e | Negative binomial | GLMM, RI, and S with UCS matrix (test of simple effects) | a |
f | Negative binomial | GLMM, RI, and S with UCS matrix (Bonferroni-corrected post-hoc comparisons) | a |
g | Negative binomial | GLMM, RI, and S with UCS matrix (test of simple effects) | a |
h | Negative binomial | GLMM, RI, and S with UCS matrix (Bonferroni-corrected post-hoc comparisons) | a |
i | Negative binomial | GLMM, RI, and S with UCS matrix (test of simple effects) | a |
j | Negative binomial | GLMM, RI, and S with UCS matrix | a |
k | Negative binomial | GLMM, RI, and S with UCS matrix (test of simple effects) | a |
l | Negative binomial | GLMM, RI, and S with UCS matrix (Bonferroni-corrected post-hoc comparisons) | a |
m | Negative binomial | GLMM, RI, and S with UCS matrix (Bonferroni-corrected post-hoc comparisons) | a |
n | Negative binomial | GLMM, RI | a |
o | Binomial | GLMM, RI, and S with UCS matrix | a |
p | Negative binomial | GLMM, RI, and S with UCS matrix | a |
q | Normal | GLMM, RI, and S | a |
r | Normal | GLMM, RI, and S with UCS matrix | a |
s | Normal | GLMM, RI, and S with UCS matrix (Bonferroni-corrected post-hoc comparisons) | a |
t | Binomial | GLMM, RI | a |
u | Negative binomial | GLMM, RI, and S | a |
v | Log-transformed normal | GLMM, RI, and S | a |
w | Binomial | GLMM, RI, and S with UCS matrix | a |
x | Negative binomial | GLMM, RI, and S with UCS matrix | a |
y | Normal | GLMM, RI, and S | a |
z | Normal | GLMM, RI, and S with UCS matrix | a |
aa | Binomial | GLMM, RI | a |
bb | Binomial | GLMM, RI | a |
cc | Negative binomial | GLMM, RI, and S | a |
dd | Log-transformed normal | GLMM, RI, and S | a |
ee | No assumptions made | Spearman’s ρ nonparametric correlation | >0.96b |
ff | No assumptions made (underlying distributions unknown; high kurtosis and skew) | Wilcoxon rank sum nonparametric test (two-sample Mann–Whitney) | 0.05, 0.07c |
gg | Proportions | Fisher's exact test for cross-tabs | 0.12 |
hh | Normal | Independent samples t tests, equal variances (tested by Levene’s test) | 0.08, 0.08, and 0.09 |
ii | No assumptions made (goal-tracker distribution non-normal) | Wilcoxon rank sum nonparametric test (two-sample Mann–Whitney) | 1.00c |