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The problem of directionality
Intelligence in children is correlated with number of books in the home
1. What are the two possible causal directions that could occur here?
2. Can a third variable explain the relationship?
3. Draw three venn diagrams to demonstrate how each predictor variable could contribute to the dependent variable.