Econometrics in Theory and Practice

Provides comprehensive coverage of the econometric analysis of cross section, time series and panel data Employs real-world data from Official Statistics in India

Demonstrates how to apply econometric theory using Stata 15.1

Autorentext

Panchanan Das is a Professor of Economics, currently teaching Time Series and Panel Data Econometrics at the Department of Economics, University of Calcutta. His main research areas are Development Economics, Indian Economics, and Applied Macroeconomics. He has published several articles and book chapters on growth, inequality and poverty, and is a principal author of Economics I and Economics II, graduate-level textbooks published by Oxford University Press, New Delhi. He was also a major contributor to the West Bengal Development Report 2008, published by the Academic Foundation, New Delhi, in collaboration with the Planning Commission, Government of India.

Inhalt
Introduction to Econometrics and Statistical Software.- Linear Regression Model: Properties and Estimation.- Linear Regression Model: Goodness of Fit and Testing of Hypothesis.- Linear Regression Model: Relaxing the Classical Assumptions.- Analysis of Collinear Data: Multicollinearity.- Linear Regression Model: Qualitative Variables as Predictors.- Limited Dependent Variable Model.- Multivariate Analysis.- Time Series: Data Generating Process.- Stationary Time Series.- Nonstationarity, Unit Root and Structural Break.- Cointegration, Error Correction and Vector Autoregression.- Cointegration, Error Correction and Vector Autoregression.- Time Series Forecasting.