How to rank statements by likelihood

Q: How to rank statements by likelihood

This is a Machine Learning interview question from Optiver for Data Scientist roles. View the full question and solution on PracHub.

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Question

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You are given a "likelihood" / "data interpretation" test.

For each question:

You are shown a data representation (e.g., a large table, a scatter plot, a box plot, or a network graph).
You are given exactly three statements about the data.

Task

Rank the three statements from most likely to be true to least likely to be true, based only on the provided data.

Explain your approach and what checks you perform to avoid common mistakes (e.g., confusing axes, ignoring sample size, mixing up conditional probabilities, misreading box plots, etc.).

How to rank statements by likelihood

Task

Solution

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