Applications of empirical process theory / Sara A. van de Geer.

"Many illustrative examples are given, including the Grenander estimator, estimation of functions of bounded variation, smoothing splines, partially linear models, mixture models and image analysis." "For Graduate students and professionals in statistics, as well as those with an inte...

Full description

Bibliographic Details

Main Author:	Geer, S. A. van de (Sara A.)
Other title:	Empirical processes in M-estimation.
Format:	Book
Language:	English
Published:	Cambridge, U.K. ; New York, NY : Cambridge University Press, 2000.
Series:	Cambridge series on statistical and probabilistic mathematics.
Subjects:	Nonparametric statistics. Estimation theory. Limit theorems (Probability theory)