Question

In: Statistics and Probability

1. A school administrator sends out grade school students to sell boxes of candy to raise...

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)

Solutions

Expert Solution

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

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