Though modeling endogeneity may involve a variety of nonlinear or generalized linear, nonparametric or semiparametric models, and maximum likelihood or Bayesian estimation, much of the intuition is grounded in the basic linear model. This chapter provides a condensed overview of linear models and establishes connections with later discussions.
KeywordsPropensity Score Instrumental Variable Earning Management Minimum Mean Square Error Generalize Little Square
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