In: Statistics and Probability
1. A school administrator sends out grade school students to sell boxes of candy to raise funds. Below is a selection of four students and the mean number of boxes they sold over a weekend. The administrator wants to calculate the average number of boxes sold across students, but wants to weight this by the number of nearby houses (because students with more houses nearby will sell more boxes). For these data, what is the weighted mean?
Mean Candy sold |
5 |
4 |
18 |
10 |
Number of nearby houses |
3 |
4 |
12 |
9 |
2.
Number of songs |
Proportion |
10 |
0.1 |
15 |
0.14 |
20 |
0.15 |
25 |
0.11 |
30 |
0.13 |
35 |
0.16 |
40 |
0.09 |
45 |
0.07 |
50 |
0.05 |
What is the average expected number of songs from this sample? (the mean of the probability distribution)
3.
Number of songs |
Proportion |
10 |
0.1 |
15 |
0.14 |
20 |
0.15 |
25 |
0.11 |
30 |
0.13 |
35 |
0.16 |
40 |
0.09 |
45 |
0.07 |
50 |
0.05 |
What is the standard deviation of the number of songs from this sample? (the SD of the probability distribution)
4.
Intervals | Frequency | Cumulative Percent |
10-20 | 1 | 3 |
21-30 | 3 | 13 |
31-40 | 7 | 35 |
41-50 | 10 | 68 |
51-60 | 8 | 94 |
61-70 | 2 | 100 |
What number is at the 55th percentile? (You may round to a whole number for the answer)
1) weighted mean =(3*5+4*4+12*18+9*10)/(3+4+12+9)=12.036
2)
Number of songs | Proportion | x*P |
10 | 0.1 | 1 |
15 | 0.14 | 2.1 |
20 | 0.15 | 3 |
25 | 0.11 | 2.75 |
30 | 0.13 | 3.9 |
35 | 0.16 | 5.6 |
40 | 0.09 | 3.6 |
45 | 0.07 | 3.15 |
50 | 0.05 | 2.5 |
total | 27.6 |
expected number of songs =27.6
3)
y | x | P(x) | xP(x) | x2P(x) |
1 | 10 | 0.1 | 1.000 | 10.000 |
-1 | 15 | 0.14 | 2.100 | 31.500 |
-1 | 20 | 0.15 | 3.000 | 60.000 |
-1 | 25 | 0.11 | 2.750 | 68.750 |
-1 | 30 | 0.13 | 3.900 | 117.000 |
-1 | 35 | 0.16 | 5.600 | 196.000 |
-1 | 40 | 0.09 | 3.600 | 144.000 |
-1 | 45 | 0.07 | 3.150 | 141.750 |
-1 | 50 | 0.05 | 2.500 | 125.000 |
total | 27.600 | 894.000 | ||
E(x) =μ= | ΣxP(x) = | 27.6000 | ||
E(x2) = | Σx2P(x) = | 894.0000 | ||
Var(x)=σ2 = | E(x2)-(E(x))2= | 132.240 | ||
std deviation= | σ= √σ2 = | 11.4996 |
standard deviation of the number =11.50
4)
c =class width = | 10 | ||||||
n=total frequency = | 31 | ||||||
Lpth lower limit of pth percentile interval = | 40.5 | ||||||
fcum. Is cumulative frequency till previous interval to pth percentile; | 11 | ||||||
fpth is frequency of pth percentile interval | 10 |
55th percentile= | Lpth+c*(np-fcum.)/fpth | = | 46.5500~ 47 |