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Education Production Function
A model
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Theory Output= f(inputs) What is output? Test scores?
Which scores? Graduation rates? Multiple outputs? Estimation
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Theory Output= f(inputs) What are the inputs?
Think of (pure or general) theory Capital, labor (human capital), energy, materials Think of literature (you have been reading the literature, right?) student teacher ratio teacher salaries per pupil expenditures socio-demographic characteristics other
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Theory Output = f(inputs) What is f(.)? Linear non-linear
no interactions interactions
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Estimation Multiple outputs separate regressions
Seemingly unrelated regressions cross equation restrictions
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Estimation - SUR
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Estimation - SUR Cross equation constraints F(y, z; x1, x2)
PPF MRTSy = MRTSx implication
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