Using Econometrics: A Practical Guide
Author:A.H. Studenmund
Publisher: Addison Wesley | ISBN: 032106481X | edition 2000 | 656 pages |
This revolutionary text covers single-equation linear regression analysis in an easy-to-understand format that emphasizes real-world examples and exercises. This intuitive approach focuses on learning how to use econometrics, not on matrix algebra or calculus proofs. Clear, accessible writing and numerous exercises provide students with a solid understanding of applied econometrics. This new approach is accessible to beginning econometrics students as well as experienced practitioners.
Table of Contents
PART I. THE BASIC REGRESSION MODEL
An Overview of Regression Analysis
Ordinary Least Squares
Learning to Use Regression Analysis
The Classical Model
Hypothesis Testing
PART II. VIOLATIONS OF THE CLASSICAL ASSUMPTIONS
Specification: Choosing the Independent Variables
Specification: Choosing a Functional Form
Multicollinearity
Serial Correlation
Heteroskedasticity
A Regression User's Handbook
PART III. EXTENSIONS OF THE BASIC REGRESSION MODEL
Time-Series Models
Dummy Dependent Variable Techniques
Simultaneous Equations
Forecasting
Statistical Principles
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