Vectorized power estimates
vec_power.RdThis function allows you to use power.t.test, power.prop.test, etc in vectorized fashion and return a table of results
Usage
vec_power(fun = stats::power.t.test, ...)Examples
# single non-vectorized output
vec_power(fun = power.t.test, n = 100, delta = 1, sd = 1, sig.level = 0.05)
#> n delta sd sig.level power alternative note
#> 1 100 1 1 0.05 0.9999998 two.sided n is number in *each* group
#> method
#> 1 Two-sample t test power calculation
# multiple vectorized output
vec_power(fun = power.t.test, n = 80:100, delta = 1, sd = 1, sig.level = 0.05)
#> n delta sd sig.level power alternative note
#> 1 80 1 1 0.05 0.9999924 two.sided n is number in *each* group
#> 2 81 1 1 0.05 0.9999937 two.sided n is number in *each* group
#> 3 82 1 1 0.05 0.9999947 two.sided n is number in *each* group
#> 4 83 1 1 0.05 0.9999956 two.sided n is number in *each* group
#> 5 84 1 1 0.05 0.9999963 two.sided n is number in *each* group
#> 6 85 1 1 0.05 0.9999969 two.sided n is number in *each* group
#> 7 86 1 1 0.05 0.9999974 two.sided n is number in *each* group
#> 8 87 1 1 0.05 0.9999979 two.sided n is number in *each* group
#> 9 88 1 1 0.05 0.9999982 two.sided n is number in *each* group
#> 10 89 1 1 0.05 0.9999985 two.sided n is number in *each* group
#> 11 90 1 1 0.05 0.9999988 two.sided n is number in *each* group
#> 12 91 1 1 0.05 0.9999990 two.sided n is number in *each* group
#> 13 92 1 1 0.05 0.9999992 two.sided n is number in *each* group
#> 14 93 1 1 0.05 0.9999993 two.sided n is number in *each* group
#> 15 94 1 1 0.05 0.9999994 two.sided n is number in *each* group
#> 16 95 1 1 0.05 0.9999995 two.sided n is number in *each* group
#> 17 96 1 1 0.05 0.9999996 two.sided n is number in *each* group
#> 18 97 1 1 0.05 0.9999997 two.sided n is number in *each* group
#> 19 98 1 1 0.05 0.9999997 two.sided n is number in *each* group
#> 20 99 1 1 0.05 0.9999998 two.sided n is number in *each* group
#> 21 100 1 1 0.05 0.9999998 two.sided n is number in *each* group
#> method
#> 1 Two-sample t test power calculation
#> 2 Two-sample t test power calculation
#> 3 Two-sample t test power calculation
#> 4 Two-sample t test power calculation
#> 5 Two-sample t test power calculation
#> 6 Two-sample t test power calculation
#> 7 Two-sample t test power calculation
#> 8 Two-sample t test power calculation
#> 9 Two-sample t test power calculation
#> 10 Two-sample t test power calculation
#> 11 Two-sample t test power calculation
#> 12 Two-sample t test power calculation
#> 13 Two-sample t test power calculation
#> 14 Two-sample t test power calculation
#> 15 Two-sample t test power calculation
#> 16 Two-sample t test power calculation
#> 17 Two-sample t test power calculation
#> 18 Two-sample t test power calculation
#> 19 Two-sample t test power calculation
#> 20 Two-sample t test power calculation
#> 21 Two-sample t test power calculation
# every combination of arguments vectorized output
vec_power(fun = power.t.test, n = 90:100, delta = 1, sd = seq(0, 1, length=10), sig.level = 0.05)
#> n delta sd sig.level power alternative
#> 1 90 1 0.0000000 0.05 1.0000000 two.sided
#> 2 91 1 0.0000000 0.05 1.0000000 two.sided
#> 3 92 1 0.0000000 0.05 1.0000000 two.sided
#> 4 93 1 0.0000000 0.05 1.0000000 two.sided
#> 5 94 1 0.0000000 0.05 1.0000000 two.sided
#> 6 95 1 0.0000000 0.05 1.0000000 two.sided
#> 7 96 1 0.0000000 0.05 1.0000000 two.sided
#> 8 97 1 0.0000000 0.05 1.0000000 two.sided
#> 9 98 1 0.0000000 0.05 1.0000000 two.sided
#> 10 99 1 0.0000000 0.05 1.0000000 two.sided
#> 11 100 1 0.0000000 0.05 1.0000000 two.sided
#> 12 90 1 0.1111111 0.05 1.0000000 two.sided
#> 13 91 1 0.1111111 0.05 1.0000000 two.sided
#> 14 92 1 0.1111111 0.05 1.0000000 two.sided
#> 15 93 1 0.1111111 0.05 1.0000000 two.sided
#> 16 94 1 0.1111111 0.05 1.0000000 two.sided
#> 17 95 1 0.1111111 0.05 1.0000000 two.sided
#> 18 96 1 0.1111111 0.05 1.0000000 two.sided
#> 19 97 1 0.1111111 0.05 1.0000000 two.sided
#> 20 98 1 0.1111111 0.05 1.0000000 two.sided
#> 21 99 1 0.1111111 0.05 1.0000000 two.sided
#> 22 100 1 0.1111111 0.05 1.0000000 two.sided
#> 23 90 1 0.2222222 0.05 1.0000000 two.sided
#> 24 91 1 0.2222222 0.05 1.0000000 two.sided
#> 25 92 1 0.2222222 0.05 1.0000000 two.sided
#> 26 93 1 0.2222222 0.05 1.0000000 two.sided
#> 27 94 1 0.2222222 0.05 1.0000000 two.sided
#> 28 95 1 0.2222222 0.05 1.0000000 two.sided
#> 29 96 1 0.2222222 0.05 1.0000000 two.sided
#> 30 97 1 0.2222222 0.05 1.0000000 two.sided
#> 31 98 1 0.2222222 0.05 1.0000000 two.sided
#> 32 99 1 0.2222222 0.05 1.0000000 two.sided
#> 33 100 1 0.2222222 0.05 1.0000000 two.sided
#> 34 90 1 0.3333333 0.05 1.0000000 two.sided
#> 35 91 1 0.3333333 0.05 1.0000000 two.sided
#> 36 92 1 0.3333333 0.05 1.0000000 two.sided
#> 37 93 1 0.3333333 0.05 1.0000000 two.sided
#> 38 94 1 0.3333333 0.05 1.0000000 two.sided
#> 39 95 1 0.3333333 0.05 1.0000000 two.sided
#> 40 96 1 0.3333333 0.05 1.0000000 two.sided
#> 41 97 1 0.3333333 0.05 1.0000000 two.sided
#> 42 98 1 0.3333333 0.05 1.0000000 two.sided
#> 43 99 1 0.3333333 0.05 1.0000000 two.sided
#> 44 100 1 0.3333333 0.05 1.0000000 two.sided
#> 45 90 1 0.4444444 0.05 1.0000000 two.sided
#> 46 91 1 0.4444444 0.05 1.0000000 two.sided
#> 47 92 1 0.4444444 0.05 1.0000000 two.sided
#> 48 93 1 0.4444444 0.05 1.0000000 two.sided
#> 49 94 1 0.4444444 0.05 1.0000000 two.sided
#> 50 95 1 0.4444444 0.05 1.0000000 two.sided
#> 51 96 1 0.4444444 0.05 1.0000000 two.sided
#> 52 97 1 0.4444444 0.05 1.0000000 two.sided
#> 53 98 1 0.4444444 0.05 1.0000000 two.sided
#> 54 99 1 0.4444444 0.05 1.0000000 two.sided
#> 55 100 1 0.4444444 0.05 1.0000000 two.sided
#> 56 90 1 0.5555556 0.05 1.0000000 two.sided
#> 57 91 1 0.5555556 0.05 1.0000000 two.sided
#> 58 92 1 0.5555556 0.05 1.0000000 two.sided
#> 59 93 1 0.5555556 0.05 1.0000000 two.sided
#> 60 94 1 0.5555556 0.05 1.0000000 two.sided
#> 61 95 1 0.5555556 0.05 1.0000000 two.sided
#> 62 96 1 0.5555556 0.05 1.0000000 two.sided
#> 63 97 1 0.5555556 0.05 1.0000000 two.sided
#> 64 98 1 0.5555556 0.05 1.0000000 two.sided
#> 65 99 1 0.5555556 0.05 1.0000000 two.sided
#> 66 100 1 0.5555556 0.05 1.0000000 two.sided
#> 67 90 1 0.6666667 0.05 1.0000000 two.sided
#> 68 91 1 0.6666667 0.05 1.0000000 two.sided
#> 69 92 1 0.6666667 0.05 1.0000000 two.sided
#> 70 93 1 0.6666667 0.05 1.0000000 two.sided
#> 71 94 1 0.6666667 0.05 1.0000000 two.sided
#> 72 95 1 0.6666667 0.05 1.0000000 two.sided
#> 73 96 1 0.6666667 0.05 1.0000000 two.sided
#> 74 97 1 0.6666667 0.05 1.0000000 two.sided
#> 75 98 1 0.6666667 0.05 1.0000000 two.sided
#> 76 99 1 0.6666667 0.05 1.0000000 two.sided
#> 77 100 1 0.6666667 0.05 1.0000000 two.sided
#> 78 90 1 0.7777778 0.05 1.0000000 two.sided
#> 79 91 1 0.7777778 0.05 1.0000000 two.sided
#> 80 92 1 0.7777778 0.05 1.0000000 two.sided
#> 81 93 1 0.7777778 0.05 1.0000000 two.sided
#> 82 94 1 0.7777778 0.05 1.0000000 two.sided
#> 83 95 1 0.7777778 0.05 1.0000000 two.sided
#> 84 96 1 0.7777778 0.05 1.0000000 two.sided
#> 85 97 1 0.7777778 0.05 1.0000000 two.sided
#> 86 98 1 0.7777778 0.05 1.0000000 two.sided
#> 87 99 1 0.7777778 0.05 1.0000000 two.sided
#> 88 100 1 0.7777778 0.05 1.0000000 two.sided
#> 89 90 1 0.8888889 0.05 1.0000000 two.sided
#> 90 91 1 0.8888889 0.05 1.0000000 two.sided
#> 91 92 1 0.8888889 0.05 1.0000000 two.sided
#> 92 93 1 0.8888889 0.05 1.0000000 two.sided
#> 93 94 1 0.8888889 0.05 1.0000000 two.sided
#> 94 95 1 0.8888889 0.05 1.0000000 two.sided
#> 95 96 1 0.8888889 0.05 1.0000000 two.sided
#> 96 97 1 0.8888889 0.05 1.0000000 two.sided
#> 97 98 1 0.8888889 0.05 1.0000000 two.sided
#> 98 99 1 0.8888889 0.05 1.0000000 two.sided
#> 99 100 1 0.8888889 0.05 1.0000000 two.sided
#> 100 90 1 1.0000000 0.05 0.9999988 two.sided
#> 101 91 1 1.0000000 0.05 0.9999990 two.sided
#> 102 92 1 1.0000000 0.05 0.9999992 two.sided
#> 103 93 1 1.0000000 0.05 0.9999993 two.sided
#> 104 94 1 1.0000000 0.05 0.9999994 two.sided
#> 105 95 1 1.0000000 0.05 0.9999995 two.sided
#> 106 96 1 1.0000000 0.05 0.9999996 two.sided
#> 107 97 1 1.0000000 0.05 0.9999997 two.sided
#> 108 98 1 1.0000000 0.05 0.9999997 two.sided
#> 109 99 1 1.0000000 0.05 0.9999998 two.sided
#> 110 100 1 1.0000000 0.05 0.9999998 two.sided
#> note method
#> 1 n is number in *each* group Two-sample t test power calculation
#> 2 n is number in *each* group Two-sample t test power calculation
#> 3 n is number in *each* group Two-sample t test power calculation
#> 4 n is number in *each* group Two-sample t test power calculation
#> 5 n is number in *each* group Two-sample t test power calculation
#> 6 n is number in *each* group Two-sample t test power calculation
#> 7 n is number in *each* group Two-sample t test power calculation
#> 8 n is number in *each* group Two-sample t test power calculation
#> 9 n is number in *each* group Two-sample t test power calculation
#> 10 n is number in *each* group Two-sample t test power calculation
#> 11 n is number in *each* group Two-sample t test power calculation
#> 12 n is number in *each* group Two-sample t test power calculation
#> 13 n is number in *each* group Two-sample t test power calculation
#> 14 n is number in *each* group Two-sample t test power calculation
#> 15 n is number in *each* group Two-sample t test power calculation
#> 16 n is number in *each* group Two-sample t test power calculation
#> 17 n is number in *each* group Two-sample t test power calculation
#> 18 n is number in *each* group Two-sample t test power calculation
#> 19 n is number in *each* group Two-sample t test power calculation
#> 20 n is number in *each* group Two-sample t test power calculation
#> 21 n is number in *each* group Two-sample t test power calculation
#> 22 n is number in *each* group Two-sample t test power calculation
#> 23 n is number in *each* group Two-sample t test power calculation
#> 24 n is number in *each* group Two-sample t test power calculation
#> 25 n is number in *each* group Two-sample t test power calculation
#> 26 n is number in *each* group Two-sample t test power calculation
#> 27 n is number in *each* group Two-sample t test power calculation
#> 28 n is number in *each* group Two-sample t test power calculation
#> 29 n is number in *each* group Two-sample t test power calculation
#> 30 n is number in *each* group Two-sample t test power calculation
#> 31 n is number in *each* group Two-sample t test power calculation
#> 32 n is number in *each* group Two-sample t test power calculation
#> 33 n is number in *each* group Two-sample t test power calculation
#> 34 n is number in *each* group Two-sample t test power calculation
#> 35 n is number in *each* group Two-sample t test power calculation
#> 36 n is number in *each* group Two-sample t test power calculation
#> 37 n is number in *each* group Two-sample t test power calculation
#> 38 n is number in *each* group Two-sample t test power calculation
#> 39 n is number in *each* group Two-sample t test power calculation
#> 40 n is number in *each* group Two-sample t test power calculation
#> 41 n is number in *each* group Two-sample t test power calculation
#> 42 n is number in *each* group Two-sample t test power calculation
#> 43 n is number in *each* group Two-sample t test power calculation
#> 44 n is number in *each* group Two-sample t test power calculation
#> 45 n is number in *each* group Two-sample t test power calculation
#> 46 n is number in *each* group Two-sample t test power calculation
#> 47 n is number in *each* group Two-sample t test power calculation
#> 48 n is number in *each* group Two-sample t test power calculation
#> 49 n is number in *each* group Two-sample t test power calculation
#> 50 n is number in *each* group Two-sample t test power calculation
#> 51 n is number in *each* group Two-sample t test power calculation
#> 52 n is number in *each* group Two-sample t test power calculation
#> 53 n is number in *each* group Two-sample t test power calculation
#> 54 n is number in *each* group Two-sample t test power calculation
#> 55 n is number in *each* group Two-sample t test power calculation
#> 56 n is number in *each* group Two-sample t test power calculation
#> 57 n is number in *each* group Two-sample t test power calculation
#> 58 n is number in *each* group Two-sample t test power calculation
#> 59 n is number in *each* group Two-sample t test power calculation
#> 60 n is number in *each* group Two-sample t test power calculation
#> 61 n is number in *each* group Two-sample t test power calculation
#> 62 n is number in *each* group Two-sample t test power calculation
#> 63 n is number in *each* group Two-sample t test power calculation
#> 64 n is number in *each* group Two-sample t test power calculation
#> 65 n is number in *each* group Two-sample t test power calculation
#> 66 n is number in *each* group Two-sample t test power calculation
#> 67 n is number in *each* group Two-sample t test power calculation
#> 68 n is number in *each* group Two-sample t test power calculation
#> 69 n is number in *each* group Two-sample t test power calculation
#> 70 n is number in *each* group Two-sample t test power calculation
#> 71 n is number in *each* group Two-sample t test power calculation
#> 72 n is number in *each* group Two-sample t test power calculation
#> 73 n is number in *each* group Two-sample t test power calculation
#> 74 n is number in *each* group Two-sample t test power calculation
#> 75 n is number in *each* group Two-sample t test power calculation
#> 76 n is number in *each* group Two-sample t test power calculation
#> 77 n is number in *each* group Two-sample t test power calculation
#> 78 n is number in *each* group Two-sample t test power calculation
#> 79 n is number in *each* group Two-sample t test power calculation
#> 80 n is number in *each* group Two-sample t test power calculation
#> 81 n is number in *each* group Two-sample t test power calculation
#> 82 n is number in *each* group Two-sample t test power calculation
#> 83 n is number in *each* group Two-sample t test power calculation
#> 84 n is number in *each* group Two-sample t test power calculation
#> 85 n is number in *each* group Two-sample t test power calculation
#> 86 n is number in *each* group Two-sample t test power calculation
#> 87 n is number in *each* group Two-sample t test power calculation
#> 88 n is number in *each* group Two-sample t test power calculation
#> 89 n is number in *each* group Two-sample t test power calculation
#> 90 n is number in *each* group Two-sample t test power calculation
#> 91 n is number in *each* group Two-sample t test power calculation
#> 92 n is number in *each* group Two-sample t test power calculation
#> 93 n is number in *each* group Two-sample t test power calculation
#> 94 n is number in *each* group Two-sample t test power calculation
#> 95 n is number in *each* group Two-sample t test power calculation
#> 96 n is number in *each* group Two-sample t test power calculation
#> 97 n is number in *each* group Two-sample t test power calculation
#> 98 n is number in *each* group Two-sample t test power calculation
#> 99 n is number in *each* group Two-sample t test power calculation
#> 100 n is number in *each* group Two-sample t test power calculation
#> 101 n is number in *each* group Two-sample t test power calculation
#> 102 n is number in *each* group Two-sample t test power calculation
#> 103 n is number in *each* group Two-sample t test power calculation
#> 104 n is number in *each* group Two-sample t test power calculation
#> 105 n is number in *each* group Two-sample t test power calculation
#> 106 n is number in *each* group Two-sample t test power calculation
#> 107 n is number in *each* group Two-sample t test power calculation
#> 108 n is number in *each* group Two-sample t test power calculation
#> 109 n is number in *each* group Two-sample t test power calculation
#> 110 n is number in *each* group Two-sample t test power calculation