Question

In: Statistics and Probability

1. Given the following set of grades from a recent statistics exam: 92 88 93 95...

1. Given the following set of grades from a recent statistics exam:

92 88 93 95 94

89

88 78 77 76
77 74 72 68 54
99 94 91 85 84
88 34 56 87 82

a) (5 points) Sketch the histogram of the data.  You may either sketch it by hand or give a screenshot of Statkey.

b) (6 points) Describe the shape of the data. Describe the modality, symmetry, and any unusual features, e.g., outliers.

c) (5 points) State the Five Number Summary of the data, including labeling what each number represents.

d) (4 points) State the best measure for the center and spread. Explain your answers.

Solutions

Expert Solution

a)

Histogram

b)

Modality: Unimodal (since there is only one peak.)

Symmetry: Skewed Left

Outliers: 34 is the outlier

c) Using Excel<data<megastat<descriptive statistics

Here is the output:

Descriptive statistics
# 1
count 25
mean 80.60
sample standard deviation 15.03
sample variance 225.83
minimum 34
maximum 99
range 65
1st quartile 76.00
median 85.00
3rd quartile 91.00
interquartile range 15.00
mode 88.00
low extremes 0
low outliers 1

Five number summary

Minimum 34

First quartile 76

Median 85

Third Quartile 91

Maximum 99

d) The best measure for the center and spread, I would say the median as an outlier will affect the mean by a lot, while the median won't be affected as much. However, if terms near the median without the outlier have high variation, then using a mean may be better.


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