Introductory Econometrics: A Modern Approach with MindTap
ISBN: 9789355731074
MindTap for Introductory Econometrics: A Modern Approach
ISBN: 9781337675451
Higher Education
Author(s): Jeffrey M. Wooldridge
ISBN: 9789366600468
8th Edition
Copyright: 2025
India Release: 2026
Binding: Paperback
Pages: 944
Trim Size: 279 x 216 mm
Gain an understanding of how econometrics can answer today's questions in business, policy evaluation and forecasting with Wooldridge’s “Introductory Econometrics: A Modern Approach, 8th Edition. Unlike traditional texts, this book's practical, yet professional, approach demonstrates how econometrics has moved beyond a set of abstract tools to become genuinely useful for answering questions across a variety of disciplines. This title is updated to introduce the latest developments in the field, including the recent advances in the so-called “causal effects” or “treatment effects," to provide a complete understanding of the impact and importance of econometrics today.
1. The Nature of Econometrics and Economic Data
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
Statistical Tables
Jeffrey M. Wooldridge
Jeffrey M. Wooldridge is University Distinguished Professor of Economics at Michigan State University, where he has taught since 1991.