Question

In: Statistics and Probability

The following data represent the length of shaft life of machine, in years of 36 machines...

The following data represent the length of shaft life of machine, in years of 36 machines

19 21 12 11 23 14 12 19 18
13 15 7 20 11 14 18 17 12
12 19 15 6 15 6 10 6 25
20 16 9 8 11 6 14 14 10

a. Construct a cumulative and relative frequency distribution using 6 classes.

b. Find the mean, median and mode for the life span of shaft.

c. Find 4th deciles and 41th percentile

d. Also construct the histogram and comment the shape of the data

Solutions

Expert Solution

a)

Class Interval Frequency Class Boundaries Relative Frequency Cumulative Frequency
6-9 7 5.5-9.5 7/36=0.1944 7
10-13 10 9.5-13.5 10/36=0.2778 17
14-17 9 13.5-17.5 9/36=0.25 26
18-21 8 17.5-21.5 8/36=0.2222 34
22-25 2 21.5-25.5 2/36=0.0556 36
Total 36

b)

Class Boundaries f x,Midpoint fx fx^2 Cumulative frequency
5.5-9.5 7 7.5 52.5 393.75 7
9.5-13.5 10 11.5 115 1322.5 17
13.5-17.5 9 15.5 139.5 2162.25 26
17.5-21.5 8 19.5 156 3042 34
21.5-25.5 2 23.5 47 1104.5 36
Total 36 77.5 510 8025
Mean=fx/∑f 14.1667
Median=N/2 the term 14

Mode=6

c)

Decile=i*(n+1)/10th date=14.8 that is 14 and 15 term =12+0.8(12-12)=12

41 percentile=12

d)

The shape of the distribution is positive that is right-skewed distribution.

...........................................................................................................................................

The Given data is:

6
6
6
6
7
8
9
10
10
11
11
11
12
12
12
12
13
14
14
14
14
15
15
15
16
17
18
18
19
19
19
20
20
21
23
25

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