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Listening Quiz: Cách Xử Lý Giá Trị Ngoại Lai trong Dữ Liệu – Easy Level
Th12 10, 2025
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bởi
Anna Phạm
trong
Tiếng Anh dành cho Nhà vật lý học (English for Physicist)
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1.
What is the main topic of the conversation?
How to remove all unusual values
How to create a data chart
How to treat outliers in data
How to write a research report
Explanation:
The speakers discuss what to do with outliers, including checking for errors, keeping real unusual values, using special methods, and reporting how they were treated.
2.
What should Robert do first when he finds outliers?
Check if they are errors
Remove them immediately
Ignore them completely
Explain them to others right away
Explanation:
Sophia says, ‘First, check if they are errors.’
3.
If the outliers are real but unusual values, what can Robert do?
Hide them from his report
Replace them with median values only
Keep them but explain why
Delete them without explanation
Explanation:
Sophia says that if they are real but unusual values, Robert can keep them but explain why.
4.
Why does Sophia mention median or robust statistics?
To suggest special methods for handling outliers
To explain how to make a graph more colorful
To show that all outliers must be removed
To warn Robert not to report any data issues
Explanation:
Sophia says, ‘Yes, you can use median or robust statistics,’ which shows she is suggesting special methods to handle outliers.
5.
What can be inferred about Sophia’s advice?
Robert should avoid using any statistics
It is important to handle outliers carefully and report what was done
Outliers do not affect results very much
Outliers are always mistakes and should be deleted
Explanation:
Sophia says outliers can affect results a lot, advises checking for errors, keeping real values with explanation, and always reporting how they are treated. This implies careful handling and reporting are important.
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