Introduction to the theory and practice of econometrics

Other Authors: Judge, George G.
Language:English
Published: New York: Wiley, c1982..
Series:Wiley series in probability and mathematical statistics.
Subjects:
Online Access:https://catalog.hathitrust.org/api/volumes/oclc/7946967.html
Table of Contents:
  • Introduction
  • Analysis of a sample of data
  • Analysis of a sample from a normal population
  • Interval estimation and hypothesis testing in the normal linear model
  • The Bayesian approach to estimating the mean and variance of a normal population
  • The general linear statistical model
  • The normal general linear statistical model
  • Bayesian estimation and interference for the normal linear statistical model
  • Linear stochastic regressor models and asymptotic theory
  • General linear statistical model with non scalar-identity covariance matrix
  • Disturbance-related sets of regression equations
  • An introduction to simultaneous linear statistical models
  • Estimation and interference for simultaneous equation statistical models
  • Heteroscedasticity
  • Autocorrelation
  • Using time series and cross-sectional data
  • Variable parameter models
  • Models with qualitative or limited dependent variables
  • Unobservable variables
  • The use of nonsample information
  • Biased estimation
  • Model specification
  • variable selection
  • Multicollinearity
  • Nonlinear regression models
  • Time series analysis and forecasting
  • Analysis of bivariate time series
  • Distributed lag models
  • Summary of statistical models, estimators and tests.