Interpret p-Values
interpret_p(p, rules = "default")Value or vector of p-values.
Can be "default", "rss" (for Redefine statistical
significance rules) or custom set of 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
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.
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)