In: Statistics and Probability
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
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.
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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 |