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Equivalent of power for presize functions

Open aghaynes opened this issue 2 years ago • 1 comments

Power is currently ca 50% - half the trials will find a larger CI

Could abuse the closed formulae to estimate the power...

> mu <- 5
> sd <- 2
> n <- 20
> presize::prec_mean(mu, sd, n)

     precision for mean 

  mean sd  n conf.width conf.level      lwr      upr
  1    5  2 20   1.872058       0.95 4.063971 5.936029

> power.t.test(delta = 0.94, sd = 2, power = .5, sig.level = .05, type = "one.sample")

     One-sample t test power calculation 

              n = 19.3697
          delta = 0.94
             sd = 2
      sig.level = 0.05
          power = 0.5
    alternative = two.sided

> power.t.test(delta = 0.94, sd = 2, power = .8, sig.level = .05, type = "one.sample")

     One-sample t test power calculation 

              n = 37.49745
          delta = 0.94
             sd = 2
      sig.level = 0.05
          power = 0.8
    alternative = two.sided

aghaynes avatar May 03 '22 10:05 aghaynes