Probability in Engineering Lecture # 3 Frequency Distribution of Qualitative Data 2 Sample Mean (Example 1.14) 3 Sample Median (Example 1.15) 4 Mean Vs. Median 5 Why measure of variability? 6 Sample Variance and Standard Deviation 7 Boxplot 8 Boxplot with Outliers Any observation which is father than 1.5 fs from the closest fourth is an outlier. An outlier is extreme if it is more than 3fs from the nearest fourth, and is mild otherwise 9 Boxplot for comparison 10