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Which pair of variables shows a clear causal link?

a person's academic degree and state of birth


the cost of aviation fuel and flight duration


the number of lights switched on in a room and the room's brightness


a person's annual income and the type of pet owned

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User Zakiyya
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2 Answers

5 votes
The number of lights switched on in a room and the room's brightness.
User PeterMacko
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4 votes

Answer:

The pair of variables that show a clear causal link are the number of lights switched on in a room and the room's brightness

Explanation:

Clear casual link indicates two variables that have a completly and unequivocal relation, meaning that changes in one variable produce automatically and with no doubt a change in the other.

Case A does not have this link as these two variables have no relation at all. A person from certian state may have any type of academic degree.

Case B Cost of aviation fuel may be explained by other variables like international prices and flight duration may be explained also due to climate.

Case D- a person may have a pet even under low income levels.

Case C is the only adequate relation, as turning lights on will always increase room's brightness.

User Manjola
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