Correlation and Causality (VCE SSCE General Mathematics): Flashcards

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Correlation and Causality
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Association

Relationship between two variables

Causation

One variable directly causes changes in another

Key principle: correlation & causation

Correlation does not imply causation

What correlation reveals about cause

Nothing - only shows strength of association

3 features of proper experiment

Random allocation, control variables, deliberate manipulation

Random allocation

Assigning participants to groups randomly

Common response

Both variables caused by a third variable

Confounding

Multiple causes that cannot be separated

Coincidence (spurious correlation)

Association occurring purely by chance

Observational studies & causation

Cannot prove causation - always alternative explanations

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