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update math blocks unicode characters with latex notations for consistency
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lectures/samuelson.md

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@@ -119,9 +119,9 @@ Let's assume that
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another endogenous variable.
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- $\alpha$ is the marginal propensity to consume in the Keynesian
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consumption function $C_t = Y_{t-1} + \gamma$.
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consumption function $C_t = \alpha Y_{t-1} + \gamma$.
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- $\beta$ is the "accelerator coefficient" in the "investment
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accelerator" $I_t = β (Y_{t-1} - Y_{t-2})$.
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accelerator" $I_t = \beta (Y_{t-1} - Y_{t-2})$.
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- $\{\epsilon_{t}\}$ is an IID sequence standard normal random variables.
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- $\sigma \geq 0$ is a "volatility"
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parameter --- setting $\sigma = 0$ recovers the non-stochastic case
@@ -132,15 +132,15 @@ The model combines the consumption function
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```{math}
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:label: consumption
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C_t = Y_{t-1} + \gamma
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C_t = \alpha Y_{t-1} + \gamma
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```
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with the investment accelerator
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```{math}
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:label: accelerator
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I_t = β (Y_{t-1} - Y_{t-2})
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I_t = \beta (Y_{t-1} - Y_{t-2})
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```
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and the national income identity
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imply the following second-order linear difference equation for national income:
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$$
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Y_t = (⍺+β) Y_{t-1} - β Y_{t-2} + (\gamma + G_t)
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Y_t = (\alpha+\beta) Y_{t-1} - \beta Y_{t-2} + (\gamma + G_t)
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$$
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or
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```{math}
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:label: second_stochastic
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Y_t = (⍺+β) Y_{t-1} - β Y_{t-2} + (\gamma + G_t) + \sigma \epsilon_t
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Y_t = (\alpha+\beta) Y_{t-1} - \beta Y_{t-2} + (\gamma + G_t) + \sigma \epsilon_t
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```
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### Mathematical analysis of the model

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