Term | Sex | Age | Height | Weight | BodyFat | Term | Sex | Age | Height | Weight | BodyFat |
71 | F | 19 | 56 | 93 | 14.9 | 71 | M | 19 | 66 | 165.2 | 16.4 |
71 | F | 19 | 59 | 112 | 25.1 | 71 | M | 19 | 66 | 119.6 | 6.9 |
71 | F | 19 | 59 | 115.2 | 21.8 | 71 | M | 19 | 68 | 151.2 | 12.1 |
71 | F | 19 | 61 | 166.4 | 40.4 | 71 | M | 19 | 69 | 155.2 | 13.1 |
71 | F | 19 | 61 | 120.2 | 23.7 | 71 | M | 19 | 71 | 137.6 | 8.4 |
71 | F | 20 | 59 | 122.6 | 28.9 | 71 | M | 19 | 71 | 248.8 | 30.6 |
71 | F | 20 | 60 | 150 | 38 | 71 | M | 20 | 64 | 145.2 | 17 |
71 | F | 20 | 60 | 117.6 | 25.3 | 71 | M | 20 | 65 | 213 | 31.8 |
71 | F | 20 | 60.5 | 108.6 | 20.6 | 71 | M | 20 | 67.5 | 122.2 | 9.7 |
71 | F | 20 | 61 | 170.8 | 37 | 71 | M | 21 | 66 | 134.2 | 13.6 |
71 | F | 20 | 61 | 137.2 | 32.5 | 71 | M | 21 | 66 | 204.4 | 33.2 |
71 | F | 20 | 62 | 126 | 25.5 | 71 | M | 21 | 68 | 182.6 | 22.1 |
71 | F | 20 | 62 | 181 | 41.8 | 71 | M | 22 | 64 | 183.8 | 27.7 |
71 | F | 20 | 63 | 127.4 | 25.3 | 71 | M | 22 | 69 | 169 | 19.1 |
71 | F | 20 | 63 | 139.4 | 28.1 | 71 | M | 22 | 72 | 174 | 15.4 |
71 | F | 20 | 66 | 211.8 | 42.4 | 71 | M | 23 | 69 | 183.8 | 20.2 |
71 | F | 20 | 67 | 264.2 | 47.7 | 71 | M | 24 | 66 | 174.4 | 22.1 |
71 | F | 21 | 62 | 122.6 | 25.6 | 71 | M | 27 | 68 | 208.4 | 27.6 |
71 | F | 21 | 62 | 183 | 38.4 | 72 | M | 18 | 69 | 150.8 | 12.8 |
71 | F | 21 | 62 | 117.2 | 25.3 | 72 | M | 19 | 65 | 125.6 | 10.9 |
71 | F | 21 | 62.5 | 118.6 | 25 | 72 | M | 19 | 67 | 252 | 33.6 |
71 | F | 21 | 63 | 140 | 32 | 72 | M | 20 | 61 | 116.6 | 22.1 |
71 | F | 21 | 64 | 152.8 | 27.3 | 72 | M | 20 | 61 | 197.8 | 42.3 |
71 | F | 22 | 61 | 120.8 | 31.8 | 72 | M | 20 | 68 | 187 | 18 |
71 | F | 22 | 64 | 136.2 | 30.2 | 72 | M | 20 | 71 | 163.2 | 14.1 |
71 | F | 22 | 65 | 250.4 | 48 | 72 | M | 21 | 62 | 131.6 | 17.2 |
71 | F | 22 | 65 | 216.6 | 44.1 | 72 | M | 21 | 65.5 | 137.4 | 12.9 |
72 | F | 19 | 58 | 119 | 24.4 | 72 | M | 24 | 66 | 173.4 | 22 |
72 | F | 19 | 62 | 155.8 | 31.9 | 72 | M | 24 | 70 | 168.2 | 18.4 |
72 | F | 20 | 60 | 151.6 | 37.7 | 72 | M | 25 | 71 | 176.8 | 15.2 |
72 | F | 21 | 64 | 195.8 | 39.6 | 72 | M | 31 | 69 | 211.2 | 30.6 |
72 | F | 22 | 63 | 122.2 | 31.2 | 73 | M | 17 | 63 | 146.8 | 30.5 |
72 | F | 23 | 59 | 112.2 | 21.5 | 73 | M | 19 | 64 | 142.2 | 15.1 |
72 | F | 23 | 64 | 137 | 28.5 | 73 | M | 19 | 66 | 133 | 12 |
72 | F | 24 | 69 | 185.2 | 19.9 | 73 | M | 19 | 66 | 125.4 | 10.6 |
73 | F | 17 | 61 | 130.2 | 28.8 | 73 | M | 19 | 67 | 181.8 | 21.1 |
73 | F | 18 | 60 | 121 | 25.2 | 73 | M | 20 | 65 | 132 | 10 |
73 | F | 18 | 63 | 130.6 | 25.2 | 73 | M | 20 | 65 | 124.6 | 11.1 |
73 | F | 19 | 58 | 110.2 | 25 | 73 | M | 20 | 66 | 135.8 | 11.3 |
73 | F | 19 | 58 | 95.4 | 18 | 73 | M | 20 | 67 | 230.4 | 34.4 |
73 | F | 19 | 60 | 121.2 | 27.7 | 73 | M | 20 | 67 | 124.6 | 9.9 |
73 | F | 19 | 60 | 115 | 21.4 | 73 | M | 20 | 68 | 199.2 | 24.2 |
73 | F | 20 | 59 | 122.8 | 29 | 73 | M | 21 | 67 | 189.6 | 20.4 |
73 | F | 20 | 61 | 138.8 | 28.4 | 73 | M | 22 | 66 | 246.6 | 30.9 |
73 | F | 20 | 61 | 115.4 | 20.6 | 73 | M | 23 | 67 | 158 | 19.2 |
73 | F | 20 | 61 | 114.2 | 21.2 | 73 | M | 23 | 68 | 171.2 | 15 |
73 | F | 20 | 62 | 201.2 | 39.4 | 73 | M | 24 | 63 | 164 | 23.5 |
73 | F | 20 | 63 | 137.6 | 27.1 | 73 | M | 24 | 69 | 180.2 | 19.3 |
73 | F | 20 | 64 | 122.8 | 23.7 | 73 | M | 24 | 69 | 179 | 18.4 |
73 | F | 21 | 61 | 159.6 | 36.7 | 73 | M | 27 | 69 | 208.6 | 25.3 |
73 | F | 21 | 62 | 101 | 18.6 | ||||||
73 | F | 21 | 62 | 90.2 | 6.9 | ||||||
73 | F | 21 | 63 | 129.8 | 29.3 | ||||||
73 | F | 21 | 65 | 161 | 36.8 | ||||||
73 | F | 22 | 60 | 132.2 | 28.5 | ||||||
73 | F | 22 | 62 | 130.8 | 25.9 | ||||||
73 | F | 23 | 61 | 117.6 | 26.4 | ||||||
73 | F | 24 | 62 | 96.8 | 14.9 | ||||||
73 | F | 24 | 63 | 200.2 | 44.2 | ||||||
73 | F | 26 | 65 | 226 | 40.9 | ||||||
73 | F | 27 | 64 | 215.2 | 46.6 | ||||||
73 | F | 31 | 60 | 183.4 | 42.4 | ||||||
73 | F | 31 | 66 | 170.8 | 39.8 | ||||||
73 | F | 35 | 63 | 143.2 | 33.4 | ||||||
Females | Males | ||||||||||
Age | Height | Weight | BodyFat | Age | Height | Weight | BodyFat | ||||
Count | 64 | 64 | 64 | 64 | 50 | 50 | 50 | 50 | |||
min | 17 | 56 | 90.2 | 6.9 | 17 | 61 | 116.6 | 6.9 | |||
max | 35 | 69 | 264.2 | 48 | 31 | 72 | 252 | 42.3 | |||
range | 18 | 13 | 174 | 41.1 | 14 | 11 | 135.4 | 35.4 | |||
mode | 20 | 61 | 117.6 | 25.3 | 20 | 66 | 124.6 | 22.1 | |||
median | 20 | 62 | 130.7 | 28.45 | 20 | 67 | 168.6 | 18.4 | |||
mean | 21.23 | 61.88 | 144.29 | 29.9 | 21.2 | 66.86 | 168.74 | 19.59 | |||
stdev | 3.08 | 2.35 | 38.79 | 8.79 | 2.64 | 2.55 | 35.3 | 8.17 | |||
cv | 0.15 | 0.04 | 0.27 | 0.29 | 0.12 | 0.04 | 0.21 | 0.42 | |||
-2 | 15.08 | 57.17 | 66.72 | 12.33 | 15.92 | 61.75 | 98.15 | 3.25 | |||
2 | 27.39 | 66.58 | 221.86 | 47.47 | 26.48 | 71.97 | 239.34 | 35.92 |
Female | Male | |||||||||
Age | Height | Weight | BodyFat | Age | Height | Weight | BodyFat | |||
min | 17 | 56 | 90.2 | 6.9 | 17 | 61 | 116.6 | 6.9 | ||
max | 35 | 69 | 264.2 | 48 | 31 | 72 | 252 | 42.3 | ||
range | 18 | 13 | 174 | 41.1 | 14 | 11 | 135.4 | 35.4 | ||
bins | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | ||
width | 3.6 | 2.6 | 34.8 | 8.22 | 2.8 | 2.2 | 27.08 | 7.08 | ||
Age | Height | Weight | BodyFat | Age | Height | Weight | BodyFat | |||
Bin one | 20.6 | 58.6 | 125 | 15.12 | 19.8 | 63.2 | 143.68 | 13.98 | ||
Bin two | 24.2 | 61.2 | 159.8 | 23.34 | 22.6 | 65.4 | 170.76 | 21.06 | ||
Bin three | 27.8 | 63.8 | 194.6 | 31.56 | 25.4 | 67.6 | 197.84 | 28.14 | ||
Bin four | 31.4 | 66.4 | 229.4 | 39.78 | 28.2 | 69.8 | 224.92 | 35.22 | ||
Bin five | 35 | 69 | 264.2 | 48 | 31 | 72 | 252 | 42.3 | ||
Frequencies | Age | Height | Weight | BodyFat | Age | Height | Weight | BodyFat | ||
34 | 4 | 27 | 3 | 14 | 5 | 15 | 15 | |||
25 | 25 | 20 | 9 | 23 | 7 | 11 | 16 | |||
2 | 21 | 8 | 28 | 10 | 18 | 14 | 10 | |||
2 | 12 | 7 | 13 | 2 | 14 | 6 | 8 | |||
1 | 2 | 2 | 11 | 1 | 6 | 4 | 1 | |||
Sum is sample size | 64 | 64 | 64 | 64 | 50 | 50 | 50 | 50 | ||
Age | Height | Weight | BodyFat | Age | Height | Weight | BodyFat | |||
RF | 0.53 | 0.06 | 0.42 | 0.05 | 0.28 | 0.1 | 0.3 | 0.3 | ||
0.39 | 0.39 | 0.31 | 0.14 | 0.46 | 0.14 | 0.22 | 0.32 | |||
0.03 | 0.33 | 0.13 | 0.44 | 0.2 | 0.36 | 0.28 | 0.2 | |||
0.03 | 0.19 | 0.11 | 0.2 | 0.04 | 0.28 | 0.12 | 0.16 | |||
0.02 | 0.03 | 0.03 | 0.17 | 0.02 | 0.12 | 0.08 | 0.02 | |||
Sum is one | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||
Female body fat | ||||||||||
BodyFat | Freq | RF | ||||||||
15.12 | 3 | 0.05 | ||||||||
23.34 | 9 | 0.14 | ||||||||
31.56 | 28 | 0.44 | ||||||||
39.78 | 13 | 0.2 | ||||||||
48 | 11 | 0.17 | ||||||||
64 | 1 | |||||||||
Male body fat | ||||||||||
BodyFat or x | Freq | RF or p(x) | x*P(x) | |||||||
13.98 | 15 | 0.3 | 4.19 | |||||||
17.96 | 16 | 0.32 | 5.75 | |||||||
22.54 | 10 | 0.2 | 4.51 | |||||||
27.12 | 8 | 0.16 | 4.34 | |||||||
31.7 | 1 | 0.02 | 0.63 | |||||||
50 | 1 | 19.42 | ||||||||
n | Gender | Age | Height | Weight | Body Fat | |
1 | F | 19 | 64 | 184 | 37.5 | |
2 | F | 19 | 63 | 127 | 22.8 | |
3 | F | 20 | 61 | 161.5 | 35.8 | |
4 | F | 19 | 62 | 122.8 | 25.2 | |
5 | F | 19 | 62 | 116.8 | 25.5 | |
6 | F | 20 | 64 | 148.6 | 32.9 | |
7 | F | 19 | 59.5 | 131.6 | 28.1 | |
8 | F | 19 | 62 | 132 | 27.9 | |
9 | F | 29 | 64 | 284.8 | 50.1 | |
10 | F | 19 | 63 | 119.6 | 22.1 | |
11 | F | 19 | 61.5 | 125.2 | 28 | |
12 | F | 20 | 62 | 159.8 | 35.5 | |
13 | F | 21 | 60 | 188.6 | 40.8 | |
14 | F | 20 | 59.5 | 128.6 | 28.4 | |
15 | F | 23 | 61 | 126.2 | 22.2 | |
16 | F | 19 | 60 | 95.8 | 15.6 | |
17 | F | 19 | 60 | 112.6 | 22.8 | |
18 | F | 23 | 62 | 148 | 31.6 | |
19 | F | 18 | 64 | 151.8 | 34 | |
20 | F | 21 | 63.5 | 130.6 | 26.2 | |
count | 20 | 20 | 20 | 20 | ||
mean | 20.3 | 61.9 | 144.8 | 29.7 | ||
sx | 2.4 | 1.6 | 40.3 | 7.9 | ||
mode | 19 | 62 | #VALUE! | 22.8 | ||
median | 19 | 62 | 131.1 | 28.05 | ||
skew | 2.7 | -0.1 | 2.4 | 0.8 | ||
alpha | 0.05 | 0.05 | 0.05 | 0.05 | ||
confidence | 1.07 | 0.69 | 17.65 | 3.44 | ||
SE | 0.55 | 0.35 | 9.01 | 1.76 | sx/sqrt(n) | |
z statistic | 1.96 | 1.96 | 1.96 | 1.96 | NORMSINV(1-alpha/2) | |
t statistic | 2.09 | 2.09 | 2.09 | 2.09 | TINV(alpha,d.f.) | |
E: z*sx/sqrt(n) | 1.07 | 0.69 | 17.65 | 3.44 | ||
E: t*sx/sqrt(n) | 1.15 | 0.73 | 18.85 | 3.68 | ||
x-E | 19.1 | 61.2 | 125.9 | 26.0 | ||
x+E | 21.4 | 62.6 | 163.6 | 33.3 | ||
n | Gender | Age | Height | Weight | Body Fat | |
1 | M | 18 | 68 | 154.4 | 14.7 | |
2 | M | 23 | 66.5 | 175.2 | 23.4 | |
3 | M | 22 | 65 | 200.4 | 30.2 | |
4 | M | 18 | 63 | 155 | 18.3 | |
5 | M | 22 | 73 | 433.8 | 45.9 | |
6 | M | 22 | 69.5 | 225.2 | 32.5 | |
7 | M | 19 | 67.5 | 190 | 19.8 | |
8 | M | 32 | 66 | 187.6 | 25.7 | |
9 | M | 20 | 66 | 156.4 | 16.4 | |
10 | M | 23 | 60.5 | 190.8 | 35.2 | |
11 | M | 20 | 65 | 134.2 | 10.5 | |
12 | ||||||
13 | ||||||
14 | ||||||
15 | ||||||
16 | ||||||
count | 11 | 11 | 11 | 11 | ||
mean | 21.7 | 66.4 | 200.3 | 24.8 | ||
sx | 3.9 | 3.3 | 81.6 | 10.4 | ||
mode | 22 | 65 | #VALUE! | #VALUE! | ||
median | 22 | 66 | 187.6 | 23.4 | ||
skew | 2.0 | 0.3 | 2.7 | 0.7 | ||
alpha | 0.05 | 0.05 | 0.05 | 0.05 | ||
confidence | 2.29 | 1.94 | 48.22 | 6.17 | ||
SE | 1.17 | 0.99 | 24.60 | 3.15 | ||
z statistic | 1.96 | 1.96 | 1.96 | 1.96 | ||
t statistic | 2.23 | 2.23 | 2.23 | 2.23 | ||
E: z*sx/sqrt(n) | 2.29 | 1.94 | 48.22 | 6.17 | ||
E: t*sx/sqrt(n) | 2.60 | 2.20 | 54.82 | 7.01 | ||
x-E | 19.1 | 64.2 | 145.5 | 17.8 | ||
x+E | 24.3 | 68.6 | 255.1 | 31.8 | ||
Data for MS 150 Test Two Summer 2001 | ||||||
P(x<31) | 0.5 | 10.5 | ||||
P(x>39) | 0.16 | 14.7 | ||||
400 | 63.46 | 16.4 | ||||
18.2 | ||||||
P(x>?)=0.20 | 0.84 | 19.8 | ||||
mean | 31 | 23.4 | ||||
stdev | 8 | 25.7 | ||||
x> | 37.73 | 30.2 | ||||
32.5 | ||||||
Confidence | 13.15 | 35.2 | ||||
mean | 470 | 45.9 | ||||
x-E | 456.85 | |||||
x+E | 483.15 | mean | 24.77 | 24.77 | ||
Yep | stdev | 10.44 | 10.44 | |||
n | 11 | 11 | ||||
alpha | 0.1 | 0.05 | ||||
df | 10 | 10 | ||||
tc | 1.81 | 2.23 | ||||
SE | 3.15 | 3.15 | ||||
E | 5.71 | 7.01 | ||||
x-E | 19.07 | 17.76 | ||||
x+e | 30.48 | 31.79 | ||||
-0.46 | ||||||
0.67 |
x | y | Weight M 2001 | Weight m2007 | ||
n | 11 | 13 | 154.4 | 150.8 | |
mean | 176.92 | 168.6 | 175.2 | 125.6 | |
stdev | 27.07 | 38 | 200.4 | 252 | |
tc | 2.23 | 155 | 116.6 | ||
st err of mean | 13.33 | 197.8 | |||
margin of Error E | 29.7 | 225.2 | 187 | ||
mean difference | 8.32 | 190 | 163.2 | ||
lower bound mean diff | -5.01 | 187.6 | 131.6 | ||
upper bound mean diff | 38.02 | 156.4 | 137.4 | ||
190.8 | 173.4 | ||||
134.2 | 168.2 | ||||
176.8 | |||||
211.2 | |||||
0.55 |