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You are working for a firm that has developed a super low cost laptop, with the goal of selling it to middle school students. Your
You are working for a firm that has developed a super low cost laptop, with the goal of selling it to middle school students. Your CEO asks you to provide some evidence that having a computer will result in better school performance for students. You have gained access to a nice randomly sampled dataset of student performance on standardized tests (score) and whether each student owns a computer or not. You regress test scores on the dummy of computer ownership. The coefficient is highly economically and statistically significant and positive.
- You are worried about lurking variables. Name the main lurking variable you are concerned about
- Draw me a path diagram clearly labelling and signing the direct effects and the correlation between computer ownership and your lurking variable
- Do you worry that your coefficient on computer ownership in the SRM you estimated is too large or too small? Explain in a sentence or two.
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