Sumner’s presentation was titled “Types of Eccentric Values ​​in Data”.

2026-03-30T07:42:32+00:00

Under the patronage and supervision of the Dean of the College of Computer Science and Mathematics, Professor Dr. Duha Bashir Abdullah, the College of Computer Science and Mathematics/Department of Statistics and Informatics held a seminar entitled "Types of Outliers in Data," presented by Professor Dr. Bashar Abdul Aziz Al-Talib. The seminar aimed to identify and differentiate between: 1. Extreme Values 2. Influential Observations 3. Outliers 4. Leverage Points (values ​​that pull the model in their direction), which include: • Good Leverage Points • Bad Leverage Points. Real-world examples of these values ​​were also presented, supported by graphs and applications using the [Read More]