Overview

Learn more about modern Econometrics with this comprehensive introduction to the field, featuring engaging applications and bringing contemporary theories to life. Introduction to Econometrics, 4th Edition, Global Edition by Stock and Watson is the ultimate introductory guide that connects modern theory with motivating, engaging applications. The text ensures you get a solid grasp of this challenging subject's theoretical background, building on the philosophy that applications should drive the theory, not the other way around. The latest edition maintains the focus on currency, focusing on empirical analysis and incorporating real-world questions and data by using results directly relevant to the applications. The text contextualises the study of Econometrics with a comprehensive introduction and review of economics, data, and statistics before proceeding to an extensive regression analysis studying the different variables and regression parameters. With a large data set increasingly used in Economics and related fields, a new chapter dedicated to Big Data will help you learn more about this growing and exciting area. Sharing a variety of resources and tools to help your understanding and critical thinking of the topics introduced, such as General Interest boxes, or end-of-chapter, and empirical exercises and summaries, this industry-leading text will help you acquire a sophisticated knowledge of this fascinating subject. Reach every student by pairing this text with Pearson MyLab (R) Economics MyLab 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 (R) personalises the learning experience and improves results for each student. If you would like to purchase both the physical text and MyLab Economics search for: 9781292264561 Introduction to Econometrics, 4th Edition, Global Edition with MyLab Economics Package consists of: 9781292264455 Introduction to Econometrics, 4th Edition, Global Edition 9781292264516 Introduction to Econometrics, 4th Edition, Global Edition MyLab Economics 9780136879787 Introduction to Econometrics, 4th Edition, Global Edition Pearson eText Pearson MyLab (R) 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 (R) Economics should only be purchased when required by an instructor. Instructors, contact your Pearson representative for more information.

Full Product Details

Author:   James Stock ,  Mark Watson
Publisher:   Pearson Education Limited
Imprint:   Pearson Education Limited
Edition:   4th edition
Dimensions:   Width: 20.50cm , Height: 2.00cm , Length: 25.50cm
Weight:   1.364kg
ISBN:  

9781292264561

ISBN 10:   129226456
Publication Date:   15 May 2019
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Mixed media product
Publisher's Status:   Active
Availability:   Available To Order  
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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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Author Information

James Harold Stock is an American economist, professor of economics, and vice provost for climate and sustainability at Havard University. Mark W. Watson is the Howard Harrison and Gabrielle Snyder Beck Professor of Economics and Public Affairs at Princeton University.

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