Undergraduate econometrics
著者
書誌事項
Undergraduate econometrics
John Wiley, c2001
2nd ed
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注記
A multi-media instructional package, including Web sites, is available to supplement the text
Includes index
内容説明・目次
内容説明
This book explores econometrics using an intuitive approach that begins with an economic model. It emphasizes motivation, understanding, and implementation and shows readers how economic data are used with economic and statistical models as a basis for estimating key economic parameters, testing economic hypotheses and predicting economic outcomes.
目次
- Preface
- An Introduction to Econometrics
- Some Basic Probability Concepts
- The Simple Linear Regression Model: Specification and Estimation
- Properties of the Least Squares Estimators
- Inference in the Simple Regression Model: Interval Estimation, Hypothesis Testing, and Prediction
- The Simple Linear Regression Model: Reporting the Results and Choosing the Functional Form
- The Multiple Regression Model
- Further Inference in the Multiple Regression Model
- Dummy (Binary) Variables
- Nonlinear Models
- Heteroskedasticity
- Autocorrelation
- Random Regressors and Moment Based Estimation
- Simultaneous Equations Models
- Distributed Lag Models
- Regression with Time Series Data
- Pooling Time-Series and Cross-Sectional Data
- Qualitative and Limited Dependent Variable Models
- Writing an Empirical Research Report, and Sources of Economic Data
- Statistical Tables
- Index
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