Linear models

  • Douglas A. Schroeder
Part of the Springer Series in Accounting Scholarship book series (KLAS, volume 5)


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.


Propensity Score Instrumental Variable Earning Management Minimum Mean Square Error Generalize Little Square 
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Copyright information

© Springer Science+Business Media, LLC 2010

Authors and Affiliations

  1. 1.The Ohio State UniversityColumbusUSA

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