Question

In: Statistics and Probability

The following data shown are the Test scores from our first Test . 63        70        93       ...

The following data shown are the Test scores from our first Test .

63        70        93        80        90        82        75        75        48        92        97        70

56        79        34        67        48        66        60        90        95        89        76        82

   

    61      96         60        93         54        88       59         71       92        55        70         57

   

59        69        80        45         74       75        68        57        100    86       79         59 *

1. Construct the Histogram and Calculate Statistics from data for the first test.

2. If minimum averages have been established for each of these grades:

A         93%                 B83%              C73%              D63%              F< 60%  

                                                                                                                                                                                                                                                                                               

Construct a Pie Graph and Bar Chart for the data

3. Construct a Box plot

4. Calculate the z-score for your first test score.

5. Compute the percentile score for your first test score.

6. What value corresponds to the 40th percentile?

7. Check the data for outliers. Does your score belong to outliers?

8. From Histogram determine if the data are approximately normally distributed .

9. Using Chebyshev’s theorem at least what percentage will fall between B and C grade.

10. If I curve the scores by10% how will the standard deviation be affected.

Solutions

Expert Solution

a) The data has the following statistics

N Max Min Mean S.D
48 100 34 72.58 15.83

The data has been arranged in to following interval data

Histogram
Marks Frequency
33-43 1
43-53 4
53-63 11
63-73 9
73-83 11
83-93 7
93-103 6

b) the barchart and pie chart are as fellow

c) the boxplot is as fellow

5.- the Z score and percentle scores are as fellow

marks Z-Score Percentile Rank
63 -0.605 32%
70 -0.163 43%
93 1.29 89%
80 0.468 66%
90 1.1 81%
82 0.595 70%
75 0.153 53%
75 0.153 53%
48 -1.553 4%
92 1.226 85%
97 1.542 98%
70 -0.163 43%
56 -1.047 13%
79 0.405 62%
34 -2.437 0%
67 -0.353 36%
48 -1.553 4%
66 -0.416 34%
60 -0.795 26%
90 1.1 81%
95 1.416 94%
89 1.037 79%
76 0.216 60%
82 0.595 70%
61 -0.732 30%
96 1.479 96%
60 -0.795 26%
93 1.29 89%
54 -1.174 9%
88 0.974 77%
59 -0.858 19%
71 -0.1 49%
92 1.226 85%
55 -1.111 11%
70 -0.163 43%
57 -0.984 15%
59 -0.858 19%
69 -0.226 40%
80 0.468 66%
45 -1.742 2%
74 0.089 51%
75 0.153 53%
68 -0.289 38%
57 -0.984 15%
100 1.732 100%
86 0.847 74%
79 0.405 62%
59 -0.858 19%

7. the value corresponds to 40th percentile is 69

8. Yes the data is positively skewed but is not completely normal.

9. about 23% of the data.

10. Standard deviation will alter.


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