Applied Nonparametric Regression (Econometric Society Monographs, Series Number 19) - Hardcover

Härdle, Wolfgang

Hardcover

ISBN 10: 0521382483 ISBN 13: 9780521382489

Publisher: Cambridge University Press, 1990

Synopsis

Applied Nonparametric Regression brings together in one place the techniques for regression curve smoothing involving more than one variable. The computer and the development of interactive graphics programs has made curve estimation popular. This volume focuses on the applications and practical problems of two central aspects of curve smoothing: the choice of smoothing parameters and the construction of confidence bounds. The methods covered in this text have numerous applications in many areas using statistical analysis. Examples are drawn from economics--such as the estimation of Engel curves--as well as other disciplines including medicine and engineering. For practical applications of these methods a computing environment for exploratory Regression--XploRe--is described.

About this title

Book Description

The applications and problems of two central aspects--the choice of smoothing parameters and the construction of confidence bounds--are focused on in an original presentation of the techniques for regression curve smoothing involving more than one variable.

From the Back Cover

'Applied Nonparametric Regression' is the first book to bring together in one place the techniques for regression curve smoothing involving more than one variable. This volume focuses on the applications and practical problems of two central aspects of curve smoothing the choice of smoothing parameters and the construction of confidence bounds.

Edition details

• Publisher: Cambridge University Press
• Publication date: 1990
• Language: English
• ISBN 10: 0521382483
• ISBN 13: 9780521382489
• Binding: Hardcover
• Number of pages: 349