In: Statistics and Probability
According to the National Bureau of Economic Research, the lengths of business cycles from 1919 to 1995, measured from trough to trough (a trough is the low point) in months, were 61 38 46 50 74 73 98 58 65 44 127 62 74 38 110 57 Find the Standard Deviation, mean, median, mode, and midrange
(a)
Mean () is got as follows:
So,
Mean = 67.1875
(b)
x | (x - ) | (x - )2 |
61 | - 6.1875 | 38.2852 |
38 | - 29.1875 | 851.9102 |
46 | - 21.1875 | 448.9106 |
50 | - 17.1875 | 295.4102 |
74 | 6.8125 | 46.4106 |
73 | 5.8125 | 33.7852 |
98 | 30.8125 | 949.4102 |
58 | -9.1875 | 84.4102 |
65 | - 2.1875 | 4.7852 |
44 | - 23.1875 | 537.6602 |
127 | 59.8125 | 3577.5351 |
62 | - 5.1875 | 26.9102 |
74 | 6.8125 | 46.4102 |
38 | - 29.1875 | 851.9102 |
110 | 42.8125 | 1832.9102 |
57 | - 10.1875 | 103.7852 |
Total = | 9730.4375 |
Standard Deviation (s) is got as follows:
So,
Standard Deviation = 25.4695
(c)
Arranging data in ascending order, we get:
38, 38, 44, 46, 50,57, 58, 61, 62, 65, 73, 74, 74, 98, 110, 127
n = 16
Median is (16 + 1)/2th item = Average of 8th & 9th items= (61 + 62)/2 = 61.5
So,
Median = 61.5
(d)
Mode = 38 and 74
since 38 & 74 occur maximum number of times
(e)
Midrange = (127 + 38)/2 = 82.5
So,
Midrange = 82.5