In: Statistics and Probability
Exercise One
The final grades in immunology at State University are recorded in the accompanying table (ranged from a possible 0 to 80; Also See Problem 13):
29 74 51 42 55 75 74 74 79 74 43 79 55 74 25 04 69 78 74 52
76 74 04 64 76 79 69 77 79 24 75 78 74 69 65 80 72 79 62 79
08 66 79 43 76 72 45 73 05 79 74 74 75 38 60 02 74 78 79 73
63 45 74 64 63 75 62 43 67 72 62 62 54 03 45 79 62 64 75 72
From the above data (80 cases):
(3 pts.) Define skewed. Demonstrate what that would look like graphically. Why is skewed data problematic?
(3 pts.) What is the relation between kurtosis and variability of the data?
(2 pts.) What do measures of central tendency not tell us? Demonstrate this problem graphically.
(11 pts.) Find the mean, median, and mode for all 80 cases in problem #9. Imagine that you are a graduate teaching assistant for the course. What does you tell us the professor about the students' performance in immunology? Be specific. (Note: The instructor uses a grading scale of A=72-80; B=63-71; C=54-62; D=45-53; F=44 or less.)
construct a frequency table, include relative frequency and cumulative relative frequency.
Frequency Table | |||
Class | Freq | Relative freq | Cumulative relative freq |
0-11 | 6 | 0.075 | 0.075 |
12-23` | 0 | 0 | 0.075 |
24-35 | 3 | 0.0375 | 0.1125 |
36-47 | 8 | 0.1 | 0.2125 |
48-59 | 5 | 0.0625 | 0.275 |
60-71 | 17 | 0.2125 | 0.4875 |
72-83 | 41 | 0.5125 | 1 |
Total | 80 |
Construct a histogram and frequency polygon.
Your Histogram | |
Mean | 61.425 |
Standard Deviation (s) | 21.16348 |
Skewness | -1.61184 |
Kurtosis | 1.78951 |
Lowest Score | 2 |
Highest Score | 80 |
Distribution Range | 78 |
Total Number of Scores | 80 |
Number of Distinct Scores | 33 |
Lowest Class Value | 0 |
Highest Class Value | 83 |
Number of Classes | 7 |
Class Range | 12 |