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Interpret p-values

Usage

interpret_p(p, rules = "default")

Arguments

p

Value or vector of p-values.

rules

Can be "default", "rss" (for Redefine statistical significance rules) or custom set of rules().

Rules

  • Default

    • p >= 0.05 - Not significant

    • p < 0.05 - Significant

  • Benjamin et al. (2018) ("rss")

    • p >= 0.05 - Not significant

    • 0.005 <= p < 0.05 - Suggestive

    • p < 0.005 - Significant

References

  • Benjamin, D. J., Berger, J. O., Johannesson, M., Nosek, B. A., Wagenmakers, E. J., Berk, R., ... & Cesarini, D. (2018). Redefine statistical significance. Nature Human Behaviour, 2(1), 6-10.

Examples

interpret_p(c(.5, .02, 0.001))
#> [1] "not significant" "significant"     "significant"    
#> (Rules: default)
#> 
interpret_p(c(.5, .02, 0.001), rules = "rss")
#> [1] "not significant" "suggestive"      "significant"    
#> (Rules: rss)
#>