本书共305页
Springer出版
作者为Loader
本书还配备程序下载网址http://cm.bell-labs.com/stat/project/locfit/
内容:
1 The Origins of Local Regression
2 Local Regression Methods
3 Fitting with locfit
4 Local Likelihood Estimation
5 Density Estimation
6 Flexible Local Regression
7 Survival and Failure Time Analysis
8 Discrimination and Classification
9 Variance Estimation and Goodness of Fit
10 Bandwidth Selection
11 Adaptive Parameter Choice
12 Computational Methods
13 Optimizing Local Regression