fix: fix the todos

Author: DiogoRibeiro7

_posts/-_ideas/math_topics_macroeconomics.md

@@ -49,13 +49,12 @@ tags: []
    - **TODO: Solow Growth Model and Extensions**: Extend the Solow model to include technological change and human capital.
    - **TODO: Mathematical Models of Inequality**: Use **Lorenz curves** and **Gini coefficients** to measure economic inequality.
 
-### 12. **TODO: Chaos Theory and Nonlinear Dynamics in Macroeconomics**
-   - **TODO: Chaos and Economic Cycles**: Explore chaotic dynamics and bifurcation theory in macroeconomic cycles.
-   - **TODO: Nonlinear Growth Models**: Discuss the role of non-linearities in macroeconomic growth models.
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 ### 13. **TODO: Behavioral Macroeconomics and Agent-Based Modeling**
    - **TODO: Mathematics of Behavioral Biases**: Introduce mathematical models of behavioral biases such as loss aversion.
    - **TODO: Agent-Based Models (ABM)**: Explore agent-based modeling and its mathematical foundations in macroeconomics.
 
-### TODO: Final Thoughts
-These topics combine macroeconomics and mathematics, showing how mathematical tools are essential for developing, analyzing, and solving complex macroeconomic models.
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