Econometrics

  1. Advanced Econometric Topics
    1. Nonparametric and Semiparametric Methods
      1. Kernel Regression
        1. Local Polynomial Regression
          1. Partially Linear Models
            1. Single Index Models
            2. Quantile Regression
              1. Motivation and Interpretation
                1. Estimation Methods
                  1. Inference and Testing
                  2. Spatial Econometrics
                    1. Spatial Dependence
                      1. Spatial Lag Models
                        1. Spatial Error Models
                          1. Estimation Methods
                          2. Treatment of Measurement Error
                            1. Classical Measurement Error
                              1. Consequences for OLS
                                1. Instrumental Variables Solutions
                                  1. Multiple Indicator Models
                                  2. Bootstrap Methods
                                    1. Bootstrap Principle
                                      1. Parametric vs. Nonparametric Bootstrap
                                        1. Bootstrap Confidence Intervals
                                          1. Bootstrap Hypothesis Tests
                                          2. Bayesian Econometrics
                                            1. Bayesian vs. Frequentist Approaches
                                              1. Prior and Posterior Distributions
                                                1. Markov Chain Monte Carlo Methods
                                                  1. Model Selection and Averaging

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                                                13. Causal Inference and Program Evaluation

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                                                15. Computational Econometrics