Question

In: Statistics and Probability

A survey was conducted to investigate motor fuel octane ratings of several blends of gasoline, and...

  1. A survey was conducted to investigate motor fuel octane ratings of several blends of gasoline, and the following data is presented:

88.5

98.8

89.6

92.2

92.7

88.4

87.5

90.9

94.7

88.3

90.4

83.4

87.9

92.6

87.8

89.9

84.3

90.4

91.6

91.0

93.0

93.7

88.3

91.8

90.1

91.2

90.7

88.2

94.4

96.5

89.2

89.7

89.0

90.6

88.6

88.5

90.4

84.3

92.3

92.2

89.8

92.2

88.3

93.3

91.2

93.2

88.9

91.6

87.7

94.2

87.4

86.7

88.6

89.8

90.3

91.1

85.3

91.1

94.2

88.7

92.7

90.0

86.7

90.1

90.5

90.8

92.7

93.3

91.5

93.4

89.3

100.3

90.1

89.3

86.7

89.9

96.1

91.1

87.6

91.8

91.0

91.0

  1. Construct stem-and-leaf diagram for these data and compute the sample quartiles. (10 pts)
  2. Compute sample median, mode, mean, variance and standard deviation. (5 pts)
  3. Construct a frequency distribution and histogram for the ratings by using eight bins. What is the shape of the distribution? (10 pts)

On Excel

Solutions

Expert Solution

Ans a ) the stem and leaf plot is

Stem-and-Leaf Display
Stem unit: 1
Statistics 83 4
Sample Size 82 84 3 3
Mean 90.52561 85 3
Median 90.4 86 7 7 7
Std. Deviation 2.905202 87 4 5 6 7 8 9
Minimum 83.4 88 2 3 3 3 4 5 5 6 6 7 9
Maximum 100.3 89 0 2 3 3 6 7 8 8 9 9
90 0 1 1 1 3 4 4 4 5 6 7 8 9
91 0 0 0 1 1 1 2 2 5 6 6 8 8
92 2 2 2 3 6 7 7 7
93 0 2 3 3 4 7
94 2 2 4 7
95
96 1 5
97
98 8
99
100 3

using minitab>stat>basic stat>descriptive stat

we have

Descriptive Statistics: data


Variable Mean StDev Variance Q1 Median Q3 Mode  
data 90.526 2.905 8.440 88.575 90.400 92.200 90.1

the sample quartiles are Q1,Q2,and Q3 are  88.575 90.400 and 92.200 respectively

Ans b ) sample median = 90.4

mode= 90.1

mean=90.526

variance = 8.44

standard deviation. =2.905

Ans c ) using excel

histogram is

the shape is approximately normally distributed


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