Question 1
alpha <- 0.05
power <- 0.75
delta <- 0.015
sd <- 0.03
power.t.test(n=NULL, delta = 0.015, sd = 0.03, power = 0.75, sig.level = 0.05, type = c("paired"), alternative = c("one.sided"))
##
## Paired t test power calculation
##
## n = 22.92961
## delta = 0.015
## sd = 0.03
## sig.level = 0.05
## power = 0.75
## alternative = one.sided
##
## NOTE: n is number of *pairs*, sd is std.dev. of *differences* within pairs
We need at least 23 participants.
Question 2
alpha=0.10
power=0.85
d=0.5
library("pwr")
pwr.t.test(n=NULL, d=0.5, sig.level = 0.10, power = 0.85, type = c("two.sample"), alternative = c("greater"))
##
## Two-sample t test power calculation
##
## n = 43.40568
## d = 0.5
## sig.level = 0.1
## power = 0.85
## alternative = greater
##
## NOTE: n is number in *each* group
We need at least 44 participants in each group. In total we need 88.
alpha <- 0.05
power <- 0.75
delta <- 0.015
sd <- 0.03
power.t.test(n=NULL, delta = 0.015, sd = 0.03, power = 0.75, sig.level = 0.05, type = c("paired"), alternative = c("one.sided"))
alpha=0.10
power=0.85
d=0.5
library("pwr")
pwr.t.test(n=NULL, d=0.5, sig.level = 0.10, power = 0.85, type = c("two.sample"), alternative = c("greater"))