Econometrics

“Students of econometrics and their teachers will find this book to be the best introduction to the subject at the graduate and advanced undergraduate level. Starting with least squares regression, Hayashi provides an elegant exposition of all the standard topics of econometrics, including a detailed discussion of stationary and non-stationary time series. The particular strength of the book is the excellent balance between econometric theory and its applications, using GMM as an organizing principle throughout. Each chapter includes a detailed empirical example taken from classic and current applications of econometrics.”—Dale Jorgensen, Harvard University
“Econometrics will be a very useful book for intermediate and advanced graduate courses. It covers the topics with an easy to understand approach while at the same time offering a rigorous analysis. The computer programming tips and problems should also be useful to students. I highly recommend this book for an up-to-date coverage and thoughtful discussion of topics in the methodology and application of econometrics.”—Jerry A. Hausman, Massachusetts Institute of Technology
“Econometrics covers both modern and classic topics without shifting gears. The coverage is quite advanced yet the presentation is simple. Hayashi brings students to the frontier of applied econometric practice through a careful and efficient discussion of modern economic theory. The empirical exercises are very useful… . The projects are carefully crafted and have been thoroughly debugged.”—Mark W. Watson, Princeton University
“Econometrics strikes a good balance between technical rigor and clear exposition… . The use of empirical examples is well done throughout. I very much like the use of old ‘classic’ examples. It gives students a sense of history—and shows that great empirical econometrics is a matter of having important ideas and good data, not just fancy new methods… . The style is just great, informal and engaging.”—James H. Stock, John F. Kennedy School of Government, Harvard University

Fumio Hayashi is a professor at the National Graduate Institute for Policy Studies in Tokyo. He has taught at the University of Tokyo, Columbia University, and the University of Pennsylvania. He is the author of Understanding Saving: Evidence from the United States and Japan.

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