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Your Textbook Uses the Following Example of Simultaneous Causality Bias

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Essay

Your textbook uses the following example of simultaneous causality bias of a two
equation system: Yi=β0+β1Xi+uiXi=γ0+γ1Yi+vi\begin{array} { c } Y _ { i } = \beta _ { 0 } + \beta _ { 1 } X _ { i } + u _ { i } \\\\X _ { i } = \gamma _ { 0 } + \gamma _ { 1 } Y _ { i } + v _ { i }\end{array} To be more specific, think of the first equation as a demand equation for a certain good, where YY is the quantity demanded and XX is the price. The second equation then represents the supply equation, with a third equation establishing that demand equals supply. Sketch the market outcome over a few periods and explain why it is impossible to identify the demand and supply curves in such a situation. Next assume that an additional variable enters the demand equation: income. In a new graph, draw the initial position of the demand and supply curves and label them D0D ^ { 0 } and S0S ^ { 0 } . Now allow for income to take on four different values and sketch what happens to the two curves. Is there a pattern that you see which suggests that you might be able to identify one of the two equations with real-life data?


Definitions:

Egg Cells

The female reproductive cells, also known as ova, which, when fertilized by a sperm cell, can develop into a new organism.

Genes

Units of heredity made up of DNA that act as instructions to make molecules called proteins.

Infertility

The inability to conceive a child after trying for an extended period of time.

Amniocentesis

A procedure for drawing out and examining fetal cells sloughed off into amniotic fluid to determine whether various disorders are present.

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