Introduction to Econometrics

Bibliographic Details
Main Author: Dougherty, Christopher
Format: Book
Language:English
Published: Oxford Oxford University Press 2011
Edition:4th ed.
Subjects:
Table of Contents:
  • 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 variables : a preliminary skirmish
  • 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 nonstationary time series
  • Introduction to panel data models.