Daniel J. Henderson
Applied Nonparametric Econometrics
- ISBN 13:
- 9780521279680
- author:
- Daniel J. Henderson
- format:
- Paperback
- publisher:
- Cambridge University Press
- language:
- English
- Publication Year:
- 2015
- Pages:
- 380
- Dimensions:
- 17.7 x 1.9 x 25.3 cm
- Genre:
- Science & Nature, Mathematics, Education
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Applied Nonparametric Econometrics provides a comprehensive introduction to nonparametric methods in econometrics, bridging the gap between theoretical and applied approaches.
The book covers fundamental techniques such as density estimation and kernel regression, as well as more advanced methods like estimation with panel data and instrumental variables models. Practical applications are demonstrated using real-world data, highlighting potential pitfalls and best practices.
With a focus on ease of understanding and attention to computational issues, this text is suitable for graduate students and researchers new to nonparametric econometrics, while also providing valuable insights for more experienced practitioners.