Econometrics by example / by Damodar Gujarati

Includes bibliographical references and index.

PART I: THE LINEAR REGRESSION MODEL -- The Linear Regression Model -- Functional Forms of Regression Models -- Qualitative Explanatory Variables Regression Models -- PART II: CRITICAL EVALUATION OF THE CLASSICAL LINEAR REGRESSION MODEL -- Regression Diagnostic I: Multicollinearity -- Regression Diagnostic II: Heteroscedasticity -- Regression Diagnostic III: Autocorrelation -- Regression Diagnostic IV: Model Specification Errors -- PART III: REGRESSION MODELS WITH CROSS-SECTIONAL DATA -- Categorical Dependent Variable Models: The Logit And Probit Models -- Multinomial Regression Models -- Original Regression Models -- Limited Dependent Variable Regression Models -- Modeling Count Data: The Poisson And Negative Binomial Regression Models -- PART IV: TOPICS IN TIME SERIES ECONOMETRICS -- Stationary and Nonstationary Time Series -- Cointegration and Error Correction Models -- Asset Price Volatility: The Arch and Garch Models -- Economic Forecasting PART V: SELECTED TOPICS IN ECONOMETRICS -- Panel Data Regression Models -- Survival Analysis -- Stochastic regressors and the method of instrumental variables --Beyond OLS; quantile regression --Multivariate regression models