内容非常全的计量经济学lecture notes,graduate level,一共414页。
下面是简单的目录:
Economic and econometric models
Ordinary Least Squares
Maximum likelihood estimation
Asymptotic properties of the least squares estimator
Restrictions and hypothesis tests
Generalized least squares
Stochastic regressors
Data problems
1.Collinearity
2.Measurement error
3.Missing observations
Functional form and nonnested tests
Exogeneity and simultaneity
Limited dependent variables
Models for time series data
Asymptotic properties of extremum estimators
Numeric optimization methods
Generalized method of moments (GMM)
Quasi-ML
Nonlinear least squares (NLS)
Nonparametric inference
Simulation-based estimation