[FREE]nonparametric regression Books

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Some books discussing topics in nonparametric regression/ probability density estimation/
And the R or S codes.

1. Book: [PDF] Applied smoothing techniques for data analysis: the kernel approach with S-PLUS illustrations Applied Smoothing Techniques for Data Analysi.pdf (9.9 MB)

2013-10-23 16:21:33 上传

2. PDF: The sm package related with the book above. Package: sm manual
3. Book[djvu]: Introduction to nonparametric regression, Kunio Takezawa, Wiley https://bbs.pinggu.org/thread-160435-1-1.html
4. Book: [PDF]Modern applied statistics with S MASS
5. Book: Multivariate Density Estimation: Theory, Practice, and Visualization https://bbs.pinggu.org/a-500969.html
6. Book [PDF] Nonparametric and Semiparametric Models https://bbs.pinggu.org/thread-1154276-1-1.html

To be continued. Just enjoy learning. Thank you.

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关键词：Parametric regression regressio regress nonpara techniques learning package related Thank

MASS MASS modern applied statistics with S.pdf (3.01 MB)

2013-10-16 22:30:29 上传

Package: sm manual package sm.pdf (233.21 KB)

2013-10-17 20:15:00 上传

谢谢

Package in R: KS Manual
Description: Kernel smoothing for data from 1- to 6-dimensions ks.pdf (265.2 KB)

2013-11-7 09:24:09 上传

Package in R: KernSmooth Manual

Description:
Functions for kernel smoothing (and density estimation)
corresponding to the book: Wand, M.P. and Jones, M.C. (1995) ‘‘Kernel Smoothing’’. KernSmooth.pdf (112.81 KB)

2013-11-7 09:26:30 上传