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)
#> 

stars <- rules(c(0.001, 0.01, 0.05, 0.1), c("***", "**", "*", "+", ""),
  right = FALSE, name = "stars"
)
interpret_p(c(.5, .02, 0.001), rules = stars)
#> [1] ""   "*"  "**"
#> (Rules: stars)
#>