For courses in Econometrics. A Clear, Practical Introduction to Econometrics Using Econometrics: A Practical Guide offers students an innovative introduction to elementary econometrics. Through real-world examples and exercises, the book covers the topic of single-equation linear regression analysis in an easily understandable format. The Seventh Edition is appropriate for all levels: beginner econometric students, regression users seeking a refresher, and experienced practitioners who want a convenient reference. Praised as one of the most important texts in the last 30 years, the book retains its clarity and practicality in previous editions with a number of substantial improvements throughout.
An Overview of Regression Analysis
Ordinary Least Squares
Learning to Use Regression Analysis
The Classical Model
Hypothesis Testing and Statistical Inference
Specification: Choosing the Independent Variables
Specification: Choosing a Functional Form
Multicollinearity
Serial Correlation
Heteroskedasticity
Running Your Own Regression Project
Time-Series Models
Dummy Dependent Variable Techniques
Simultaneous Equations
Forecasting
Experimental and Panel Data
