For courses in Econometrics. A Practical Guide to Using Econometrics, Global Editionoffers 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 7th 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
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