Question

In: Statistics and Probability

The data below contains the ages of Oscar winners for Best Actor / Best Actress for...

  1. The data below contains the ages of Oscar winners for Best Actor / Best Actress for the past 10 years. Answer the following questions based on this data:

Men

45

38

37

43

29

47

36

40

46

60

Women

61

29

30

28

35

35

33

25

26

34

  1. What kind of data is this?      Qualitative or Quantitative?
  2. What is the highest level of data?
  3. Create a “back to back” stem and leaf plot.
  4. Graph the two box (and whisker) plots below. Check to see if there are any outliers.
  5. For the actor’s ages, calculate the mean, median and standard deviation.
  6. What is the shape of the distribution of the actor’s ages?
  7. For the actresses’ ages, calculate the mean, median and standard deviation.
  8. What is the shape of the distribution of the actresses’ ages?
  9. Based on the answers to the above questions, does it appear that actresses and actors are judged strictly on the basis of their artistic abilities? Or does there appear to be discrimination based on age? Are there any other notable differences?
  1. Find the coefficient of variation for the two sample sets of data below, and then compare the variation.

Solutions

Expert Solution

A) Given data is about the age of men and women which is measured in Age.

The variable Age is the Quantitative variable we have measured the age.

B) Highest level of the data is " RatioLevel" which contains Zero in the data. The given data is also a ratio level of measurement.

C)

Back to Back Stem-and-leaf plot

Women Stem Men
9865 2 9
5543 3 678
4 3567
5
1 6 0

Leaf Unit = 1

d) Box plots

E)

Descriptive Statistics: Men, Women

Statistics

Variable Mean StDev Minimum Q1 Median Q3 Maximum
Men 42.10 8.33 29.00 36.75 41.50 46.25 60.00

F) The distribution of actors data is approximately normal.

G)

Descriptive Statistics: Men, Women

Statistics

Variable Mean StDev Minimum Q1 Median Q3 Maximum
Women 33.60 10.29 25.00 27.50 31.50 35.00 61.00

H) Data is heavily skewed towards right.


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