In: Statistics and Probability
Student scores on a chapter quiz are:
6 3 4 9 7 5 5 2 10 9 8 4 4 7 6 3 2 10 9 5
a) Find the mean, median, mode and midrange for this data.
b) Find the range, standard deviation and variance for this data.
c) Find the z-score for the value 7 and the cutoffs for the data set that are considered unusual.
a)
b)
c)
Data which is beyond two standard deviations from mean is considered as unusual.
Table for z scores,
Data Points | Z score |
6 | 0.039254170755643 |
3 | -1.13837095191364 |
4 | -0.745829244357213 |
9 | 1.21687929342493 |
7 | 0.431795878312071 |
5 | -0.353287536800785 |
5 | -0.353287536800785 |
2 | -1.53091265947007 |
10 | 1.60942100098135 |
9 | 1.21687929342493 |
8 | 0.824337585868499 |
4 | -0.745829244357213 |
4 | -0.745829244357213 |
7 | 0.431795878312071 |
6 | 0.039254170755643 |
3 | -1.13837095191364 |
2 | -1.53091265947007 |
10 | 1.60942100098135 |
9 | 1.21687929342493 |
5 | -0.353287536800785 |
Here all the values are in between -2 and 2. Hence all the datapoints are usual.
That is the data for which z score values are outside the interval (-2,2) are considered as unusual.