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For each of the following estimated models provide the simplest possible explanation of the effect of IQ (intelligent quotient has mean of 100) on
For each of the following estimated models provide the simplest possible explanation of the effect of IQ (intelligent quotient has mean of 100) on EARNS (annual earnings in $). Hint: For models with logs use elasticities or semi-elasticities. (a) EARNS 1000+500 x IQ. (b) EARNS 20000 + 200 IQ + 2 IQ. (c) EARNS = -20000 + 50000 x In(IQ). (d) EARNS 45000 + 10000 x d, where d = 1 if IQ > 100 and d = 0 if IQ 100. (e) ln(EARNS) = 10+ 0.010 x IQ. (f) ln(EARNS) = 5 +0.90 x ln(IQ). (g) For the model in (c) give the marginal effect at the mean if IQ = 110. = =
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Statistics Informed Decisions Using Data
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