Local regression and likelihood
By: Catherine Loader.
Series: Statistics and computing
Publisher: Springer
Published: 1999
Place of publication: New York
Language: eng
Number of pages: 290
Subjects: Regression analysis; Estimation theory
Description: "This book provides an overview of the theory, methods, and application of local regression and likelihood. The first five chapters introduce the problems, first in the local regression setting, followed by extensions to likelihood-based regression models and density estimation. The remaining chapters cover a range of advanced topics and applications, including robust smoothing, survival analysis, classification, and model selection issues."--BOOK JACKET.
Notes: Includes bibliographical references and index.