Question

In: Statistics and Probability

Given the following frequency table of test grades: Round to the nearest tenth Grades: Frequency 98...

Given the following frequency table of test grades: Round to the nearest tenth

Grades: Frequency

98 3

94 2

90 3

86 2

78 5

  1. Mean

  2. Median

  3. Mode

  4. Sample standard deviation

  5. Population standard deviation

72 2

67 6

62 1

Solutions

Expert Solution

Solution:
Given in the question
Mean of the data set can be calculated as
Mean = (Grades*Frequency)/(Frequency) = ((98*3)+(94*2)+(90*3)+(86*2)+(78*5)+(72*2)+(67*6)+(78(5))/(3+2+3+2+5+2+6+1) = (294+188+270+172+390+144+402+62)/24 = 1922/24 = 80.1

Grades Frequency Grades*Frequency
98 3 294
94 2 188
90 3 270
86 2 172
78 5 390
72 2 144
67 6 402
62 1 62


Median can be calculated as
Median =(n+1)/2 = (24+1)/2 = 12.5th value i.e. 12th value is 78 and 13th value is 78 so 12.5th value is (78+78)/2 = 78. So median = 78
Mode of the data set is the value which is often occuring in the data set so mode is
Mode = 67
Sample standard deviation can be calculated as
Sample standard deviation = sqrt((Frequency(Grade - mean)^2/(n-1)) = sqrt(3*(98-80.1)^2 + 2*(94-80.1)^2 + 3*(90-80.1)^2 + 2*(86-80.1)^2 + 5*(78-80.1)^2 + 2*(72-80.1)^2 + 6*(67-80.1)^2 + 1*(62-80.1)^2)/(24-1)) = sqrt((961.23+386.42+294.03+69.62+22.05+131.22+1029.66+327.61)/23) = sqrt(3221.84/23) = 11.8

Grades Frequency Grades*Frequency Grade - Mean Frequency*(Grade -mean)^2
98 3 294 17.9 961.23
94 2 188 13.9 386.42
90 3 270 9.9 294.03
86 2 172 5.9 69.62
78 5 390 -2.1 22.05
72 2 144 -8.1 131.22
67 6 402 -13.1 1029.66
62 1 62 -18.1 327.61

Population standard deviation = sqrt((Frequency(Grade - mean)^2/n) = sqrt(3*(98-80.1)^2 + 2*(94-80.1)^2 + 3*(90-80.1)^2 + 2*(86-80.1)^2 + 5*(78-80.1)^2 + 2*(72-80.1)^2 + 6*(67-80.1)^2 + 1*(62-80.1)^2)/24) = sqrt((961.23+386.42+294.03+69.62+22.05+131.22+1029.66+327.61)/24) = sqrt(3221.84/24) = 11.6

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