Question

In: Statistics and Probability

The standard deviation is equal to the square root of the average squared deviations about the...

The standard deviation is equal to the square root of the average squared deviations about the mean. More succintly, it is equal to the square root of the variance. So one way to calculate the standard deviation of a frequency distribution is to calculate the variance. Complete the table below as the first step in calculating the variance:

(10 points)

X

f

X−x

(X−x)2

96

1

94

1

92

1

87

1

85

1

84

1

83

1

82

1

79

1

78

1

76

1

73

1

72

1

69

2

67

2

66

1

63

1

62

1

61

2

51

1

44

1

42

1

Solutions

Expert Solution

Solution-:

We prepare following table by using MS-Excel :

x f fi*xi (x-xbar) (x-xbar)^2 fi*(x-xbar)^2 fi*xi^2
96 1 96 23.88 570.2544 570.25 9216
94 1 94 21.88 478.7344 478.73 8836
92 1 92 19.88 395.2144 395.21 8464
87 1 87 14.88 221.4144 221.41 7569
85 1 85 12.88 165.8944 165.89 7225
84 1 84 11.88 141.1344 141.13 7056
83 1 83 10.88 118.3744 118.37 6889
82 1 82 9.88 97.6144 97.61 6724
79 1 79 6.88 47.3344 47.33 6241
78 1 78 5.88 34.5744 34.57 6084
76 1 76 3.88 15.0544 15.05 5776
73 1 73 0.88 0.7744 0.77 5329
72 1 72 -0.12 0.0144 0.01 5184
69 2 138 -3.12 9.7344 19.47 9522
67 2 134 -5.12 26.2144 52.43 8978
66 1 66 -6.12 37.4544 37.45 4356
63 1 63 -9.12 83.1744 83.17 3969
62 1 62 -10.12 102.4144 102.41 3844
61 2 122 -11.12 123.6544 247.31 7442
51 1 51 -21.12 446.0544 446.05 2601
44 1 44 -28.12 790.7344 790.73 1936
42 1 42 -30.12 907.2144 907.21 1764
Total 25 1803 4972.64 135005

From this table we get,

and

The standard deviation is equal to the square root of the average squared deviations about the mean.

Or

it is equal to the square root of the variance.


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