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TRUE OR FALSE QUESTIONS. The existence of omitted variables that do not affect the dependent variable and are strongly correlated with the independent variable is
TRUE OR FALSE QUESTIONS.
- The existence of omitted variables that do not affect the dependent variable and are strongly correlated with the independent variable is one justification for using IV.
- Suppose you are regressing an Individual's income on their years of education to identify the effect of education on income. Using an instrumental variable could be sensible in this context.
- By randomizing treatment in an experiment, we can guarantee that omitted variables enjoy a strong correlation with the independent variable.
- By randomizing treatment in an experiment, we can guarantee that omitted variables enjoy a negative correlation with the independent variable.
- When we know there exist omitted variables that affect the dependent variable and are negatively correlated with the independent variable, causal inference becomes impossible
- When we know there exist omitted variables that affect the dependent variable and are positively correlated with the independent variable, causal inference becomes impossible
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