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Overview
Give students an understanding of how econometrics can answer questions in business, policy evaluation and forecasting with the practical approach found in Wooldridge’s "Introductory Econometrics: A Modern Approach, Cengage International Edition", 8th Edition.
- REFINED COVERAGE HIGHLIGHTS THE LATEST DEVELOPMENTS IN THE FIELD. Recent examples cover the latest advances in econometrics, illustrating how concepts add value to practice in the business world. Optional short segments demonstrate how to obtain regression models from potential outcomes setting. A new online-only chapter covers advanced causal estimation methods, including regression with dummy variables and binary response models, providing an introduction to other treatment effects methods.
- DATA SETS IN FLEXIBLE FORMATS DELIVER HANDS-ON PRACTICE. Introduce students to the information they need to complete assignments using the format you prefer. This edition's 100+ data sets provide information in different formats: R, Stata®, Minitab®, Excel® and EViews. Instantly access data in the format you prefer to use while teaching. All data sets are available on the book's companion website.
- Video Walk-Throughs of a Problems and Computer Exercise are found at the end of each chapter. These step-by-step videos assist students in resolving key questions. Both R and Stata software are used to solve a Computer Exercise problem in each chapter, helping students administer and interpret the analysis.
- UPDATED DATA SET HANDBOOK MAKES USING THE DATA SETS SIMPLE AND CONVENIENT. This unique online handbook lists all data sets from the latest edition of the text for quick reference. Each data set entry indicates the original source when possible and lists where the data appears in the text. When applicable, the handbook guides you in using the data set to generate new homework exercises, exam problem or term projects. The author also provides suggestions on improving the data sets.
- REVISED INSTRUCTOR'S MANUAL WITH SOLUTIONS SAVES TIME IN PREPARATION AND GRADING. The online Instructor's Manual with solutions contains answers to all exercises in this edition. Teaching tips provide suggestions for presenting each chapter's material. The Instructor's Manual also contains sources for each of the data files with suggestions for using the data to develop problem sets, exams and term papers. The Instructor's Manual is password-protected and available for download on the book's companion website.
- COMPREHENSIVE COVERAGE ENSURES UNDERSTANDING IN CRITICAL AREAS OF ECONOMETRICS. This edition continues to offer trusted, comprehensive coverage with expanded discussions of prediction after transformation, missing data, unbalanced panel data sets, weak instruments and causal effects.
- PRACTICAL APPLICATIONS PREPARE STUDENTS TO USE ECONOMETRICS TO RESOLVE CHALLENGES IN NUMEROUS AREAS OF BUSINESS TODAY. This unique, practical book applies econometrics to actual business problems in a variety of disciplines. The author demonstrates how each method answers a particular issue facing researchers who are analyzing non-experimental data.
- UNIQUE ORGANIZATION PIONEERED BY THE AUTHOR CLEARLY PRESENTS APPLICATIONS FOR TODAY'S STUDENTS. This complete econometrics text was the first to explicitly cover cross-sectional applications in initial chapters, followed by time series applications and panel data applications in the advanced chapters.
Part I: REGRESSION ANALYSIS WITH CROSS-SECTIONAL DATA.
2. The Simple Regression Model.
3. Multiple Regression Analysis: Estimation.
4. Multiple Regression Analysis: Inference.
5. Multiple Regression Analysis: OLS Asymptotics.
6. Multiple Regression Analysis: Further Issues.
7. Multiple Regression Analysis with Qualitative Information.
8. Heteroskedasticity.
9. More on Specification and Data Problems.
Part II: REGRESSION ANALYSIS WITH TIME SERIES DATA.
10. Basic Regression Analysis with Time Series Data.
11. Further Issues in Using OLS with Time Series Data.
12. Serial Correlation and Heteroskedasticity in Time Series Regressions.
Part III: ADVANCED TOPICS.
13. Pooling Cross Sections Across Time: Simple Panel Data Methods.
14. Advanced Panel Data Methods.
15. Instrumental Variables Estimation and Two Stage Least Squares.
16. Simultaneous Equations Models.
17. Limited Dependent Variable Models and Sample Selection Corrections.
18. Advanced Time Series Topics.
19. Advanced Methods for Causal Inference.
20. Carrying Out an Empirical Project.
Math Refresher A: Basic Mathematical Tools.
Math Refresher B: Fundamentals of Probability.
Math Refresher C: Fundamentals of Mathematical Statistics.
Math Refresher D: Summary of Matrix Algebra.
Math Refresher E: The Linear Regression Model in Matrix Form.
Answers to Exploring Further Chapter Exercises.
Statistical Tables.
References.
Glossary.
Index.
Cengage provides a range of supplements that are updated in coordination with the main title selection. For more information about these supplements, contact your Learning Consultant.
FOR STUDENTS
International MindTap Instant Access for Wooldridge's Introductory Econometrics: A Modern Approach
ISBN: 9780357983966
International MindTap Instant Access for Wooldridge’s “Introductory Econometrics: A Modern Approach," is the online learning platform that powers students from memorization to mastery. It gives you complete control of your course to provide engaging content, challenge every individual and build their confidence. Empower students to accelerate their progress with MindTap. MindTap: Powered by You.
MindTap gives you complete ownership of your content and learning experience. Customize the interactive syllabi, emphasize the most important topics and add your own material or notes in the eBook.
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