Table 3 A comparison of NHST and Bayesian inference
Test | NHST | Bayes |
|---|---|---|
Correlation | No significant relationship (p = 0.75) | Null model 4.55 times more favored than the alternative model |
Chi-squared test | No significant difference (p = 0.21) | Null model 1.16 times more favored than the alternative model |
T-test | No significant difference (p = 0.26) | Null model 1.93 times more favored than the alternative model |
ANCOVA | Significance difference (p = 0.03) | Covariate model 1.73 times more favored than oxytocin model |
ANOVA - time effect | No main effect (p = 0.65) | Null model 5.34 times more favored than time model |
ANOVA - condition effect | No main effect (p = 0.27) | Null model 1.54 times more favored than oxytocin model |
ANOVA - time*condition | No interaction effect (p = 0.78) | Main effects model 4.17 times more favored than interaction model |