In: Statistics and Probability
A researcher was interested in the anxiety present in students just prior to the midterm exam. The research used an anxiety self-quiz to gage the student's anxiety. The score for 30 students are: 69,61,84,99.66.86.91.94,54,66,77,48, 70,70,86,98.56,43,70,88,78,53,85, 40,86,79,58,40,89,70. 1. Construct a frequency table with class, frequency, relative percent and cumulative percent that has 6 classes to describe the distribution of the data. 2. Use the frequency table to construct a histogram. 3. Calculate the numerical descriptive statistics mean, median, standard deviation, and variance of the anxiety scores. Please show all work.
1:
The minimum value: 40
The maximum value: 99
Since we need six classes so width of the class is (99-40) / 6 = 9.8. That is approx 10. Following table shows the frequency distribution:
Interval | Frequency, f | Relative frequency , f/30 | Cumulative frequency |
40-50 | 4 | 0.133333333 | 4 |
50-60 | 4 | 0.133333333 | 8 |
60-70 | 4 | 0.133333333 | 12 |
70-80 | 7 | 0.233333333 | 19 |
80-90 | 7 | 0.233333333 | 26 |
90-100 | 4 | 0.133333333 | 30 |
Total | 30 |
2:
Following is the histogram of the data:
3:
For descriptive statistics goes to excel Data analysis tool. Select descriptive statistics and then select datat.
Following is the output of descriptive statistics:
Descriptive statistics | |
X | |
count | 30 |
mean | 71.80 |
sample standard deviation | 17.25 |
sample variance | 297.41 |
minimum | 40 |
maximum | 99 |
range | 59 |
1st quartile | 58.75 |
median | 70.00 |
3rd quartile | 86.00 |
interquartile range | 27.25 |
mode | 70.00 |
low extremes | 0 |
low outliers | 0 |
high outliers | 0 |
high extremes | 0 |