Introduction to Econometrics, Global Edition

Introduction to Econometrics, Global Edition

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Description

For courses in introductory econometrics.



Engaging applications bring the theory and practice of modern econometrics to life

Ensure students grasp the relevance of econometrics with Introduction to Econometrics -- the text that connects modern theory and practice with motivating, engaging applications. The 4th Edition, Global Edition, maintains a focus on currency, while building on the philosophy that applications should drive the theory, not the other way around. The text incorporates real-world questions and data, and methods that are immediately relevant to the applications. With very large data sets increasingly being used in economics and related fields, a new chapter dedicated to Big Data helps students learn about this growing and exciting area. This coverage and approach make the subject come alive for students and helps them to become sophisticated consumers of econometrics.



Pearson MyLab (TM) Economics is not included. Students, if Pearson MyLab Economics is a recommended/mandatory component of the course, please ask your instructor for the correct ISBN. Pearson MyLab Economics should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information.



Reach every student by pairing this text with Pearson MyLab Economics

MyLab (TM) is the teaching and learning platform that empowers you to reach every student. By combining trusted author content with digital tools and a flexible platform, MyLab personalizes the learning experience and improves results for each student. The 4th Edition features expanded exercise sets in Pearson MyLab Economics, offering more flexibility to instructors as they build assignments.
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Product details

  • Paperback | 800 pages
  • 210 x 255 x 25mm | 1,358g
  • Harlow, United Kingdom
  • English
  • 4th edition
  • 1292264454
  • 9781292264455
  • 604,443

Table of contents

PART I: INTRODUCTION AND REVIEW

1. Economic Questions and Data

2. Review of Probability

3. Review of Statistics



PART II: FUNDAMENTALS OF REGRESSION ANALYSIS

4. Linear Regression with One Regressor

5. Regression with a Single Regressor: Hypothesis Tests and Confidence Intervals

6. Linear Regression with Multiple Regressors

7. Hypothesis Tests and Confidence Intervals in Multiple Regression

8. Nonlinear Regression Functions

9. Assessing Studies Based on Multiple Regression



PART III: FURTHER TOPICS IN REGRESSION ANALYSIS

10. Regression with Panel Data

11. Regression with a Binary Dependent Variable

12. Instrumental Variables Regression

13. Experiments and Quasi-Experiments

14. Prediction with Many Regressors and Big Data



PART IV: REGRESSION ANALYSIS OF ECONOMIC TIME SERIES DATA

15. Introduction to Time Series Regression and Forecasting

16. Estimation of Dynamic Causal Effects

17. Additional Topics in Time Series Regression



PART V: THE ECONOMIC THEORY OF REGRESSION ANALYSIS

18. The Theory of Linear Regression with One Regressor

19. The Theory of Multiple Regression
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