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Introduction to econometrics. / Christopher Dougherty.

By: Material type: TextPublication details: Great Britain: Oxford University Press, 2011.Edition: 4th edDescription: xv,573p.; ill.: 24cmISBN:
  • 9780199567089
LOC classification:
  • HB139.D69
Contents:
Contents: Introduction -- Review: Random variables, sampling and estimation -- Simple regression analysis -- Properties of the regression coefficients and hypothesis testing -- Multiple regression analysis -- Nonlinear models and transformations of variables -- Dummy variables -- Specification of regression of variables -- Heteroscedasticity -- Stochastic regressors and measurement errors -- Simultaneous equations estimation -- Binary choice and limited dependent variable models and maximum likelihood estimation -- Models using time series data -- Autocorrelation -- Introduction to panel data models.
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Includes index, bibliography and appendix.

Contents: Introduction -- Review: Random variables, sampling and estimation -- Simple regression analysis -- Properties of the regression coefficients and hypothesis testing -- Multiple regression analysis -- Nonlinear models and transformations of variables -- Dummy variables -- Specification of regression of variables -- Heteroscedasticity -- Stochastic regressors and measurement errors -- Simultaneous equations estimation -- Binary choice and limited dependent variable models and maximum likelihood estimation -- Models using time series data -- Autocorrelation -- Introduction to panel data models.

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