| slp-package {slp} | R Documentation |
slp: Discrete Prolate Spheroidal (Slepian) Sequence Regression Smoothers
Description
Interface for creation of 'slp' class smoother objects for use in Generalized Additive Models as implemented by packages gam and mgcv.
Details
| Package: | slp |
| Type: | Package |
| Version: | 1.0-5 |
| Date: | 2016-08-28 |
| License: | GPL-2 |
Author(s)
Wesley Burr, with contributions from Karim Rahim
Maintainer: Wesley Burr <wesley.burr@gmail.com>
References
Thomson, D.J. (1982) Spectrum estimation and harmonic analysis. Proceedings of the IEEE Volume 70, number 9, pp. 1055–1096.
Thomson, D.J. (2001) Inverse Constrained Projection Filters. Proc. SPIE 4478, Wavelets: Applications in Signal and Image Processing IX, 172 (December 5, 2001); doi:10.1117/12.449708
Hastie, T. J. (1991) Generalized additive models. Chapter 7 of Statistical Models in S eds J. M. Chambers and T. J. Hastie, Wadsworth \& Brooks/Cole.
Hastie, T. and Tibshirani, R. (1990) Generalized Additive Models. London: Chapman and Hall.
Wood, S.N. (2011) Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Journal of the Royal Statistical Society (B) 73(1):3-36
Wood, S.N. (2004) Stable and efficient multiple smoothing parameter estimation for generalized additive models. J. Amer. Statist. Ass. 99:673-686.
Wood, S.N. (2006) Generalized Additive Models: an introduction with R, CRC