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EC 823: Applied Econometrics - Boston College

fmwww.bc.edu

Introduction to generalized linear models GLM estimators are essentially generalizations of nonlinear least squares, and as such are optimal for a nonlinear regression model with

  Introduction, Linear, Model, Applied, Econometrics, Generalized, Applied econometrics, Ec 823, Introduction to generalized linear models

Introduction to Generalized Linear Models

statmath.wu.ac.at

Introduction Generalized Linear Models Structure For example, a common remedy for the variance increasing with the mean is to apply the log transform, e.g. log( yi) = 0 + 1 x 1 + i) E (log Y i) = 0 + 1 x 1 This is a linear model for the mean of log Y which may not always be appropriate. E.g. if Y is income perhaps we are really interested

  Introduction, Linear, Model, Generalized, Introduction to generalized linear models, Introduction generalized linear

Introduction to Generalized Linear Models - WU

statmath.wu.ac.at

Generalized Linear Models Structure For example, a common remedy for the variance increasing with the mean is to apply the log transform, e.g. log( yi) = 0 + 1 x 1 + i) E (log Y i) = 0 + 1 x 1 This is a linear model for the mean of log Y which may not always be appropriate. E.g. if Y is income perhaps we are really interested

  Introduction, Linear, Model, Generalized, Introduction to generalized linear models

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EC 823: Applied Econometrics, Introduction to Generalized Linear Models, Introduction Generalized Linear, Linear, Models