Computational Economics

  1. Macroeconomic Applications
    1. DSGE Model Solution
      1. Model Specification
        1. Household Optimization
          1. Firm Optimization
            1. Government Sector
              1. Market Clearing
              2. Linearization Methods
                1. Log-Linearization
                  1. First-Order Approximation
                  2. Solution Algorithms
                    1. Blanchard-Kahn Method
                      1. Klein Method
                        1. Sims Method
                        2. Higher-Order Solutions
                          1. Second-Order Approximation
                            1. Pruning Methods
                          2. Heterogeneous Agent Models
                            1. Aiyagari Models
                              1. Incomplete Markets
                                1. Idiosyncratic Risk
                                  1. Wealth Distribution
                                  2. HANK Models
                                    1. Heterogeneous Agent New Keynesian
                                      1. Monetary Policy Transmission
                                        1. Fiscal Policy Effects
                                        2. Overlapping Generations Models
                                          1. Life-Cycle Dynamics
                                            1. Social Security
                                              1. Demographic Transitions
                                            2. Business Cycle Analysis
                                              1. Real Business Cycle Models
                                                1. Technology Shocks
                                                  1. Labor Supply
                                                    1. Investment Dynamics
                                                    2. New Keynesian Models
                                                      1. Price Stickiness
                                                        1. Monetary Policy Rules
                                                          1. Inflation Dynamics
                                                          2. Financial Frictions
                                                            1. Credit Constraints
                                                              1. Banking Sector
                                                                1. Financial Accelerator
                                                              2. Policy Analysis
                                                                1. Fiscal Policy
                                                                  1. Government Spending Multipliers
                                                                    1. Tax Policy Effects
                                                                      1. Debt Sustainability
                                                                      2. Monetary Policy
                                                                        1. Interest Rate Rules
                                                                          1. Quantitative Easing
                                                                            1. Forward Guidance
                                                                            2. Structural Reforms
                                                                              1. Labor Market Reforms
                                                                                1. Product Market Reforms

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                                                                            7. Machine Learning in Economics

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                                                                            9. Microeconomic Applications