ftnonpar: Features and Strings for Nonparametric Regression

The package contains R-functions to perform the methods in nonparametric regression and density estimation, described in Davies, P. L. and Kovac, A. (2001) Local Extremes, Runs, Strings and Multiresolution (with discussion) Annals of Statistics. 29. p1-65 Davies, P. L. and Kovac, A. (2004) Densities, Spectral Densities and Modality Annals of Statistics. Annals of Statistics. 32. p1093-1136 Kovac, A. (2006) Smooth functions and local extreme values. Computational Statistics and Data Analysis (to appear) D\"umbgen, L. and Kovac, A. (2006) Extensions of smoothing via taut strings Davies, P. L. (1995) Data features. Statistica Neerlandica 49,185-245.

Author
Laurie Davies <Laurie.Davies@uni-essen.de> Arne Kovac <A.Kovac@bristol.ac.uk>
Date of publication
2012-12-10 15:09:58
Maintainer
Arne Kovac <A.Kovac@bristol.ac.uk>
License
GPL (>= 2)
Version
0.1-88
URLs

View on CRAN

Man pages

balloon
Data from a weather balloon
dclaw
The Claw Distribution
djdata
Donoho-Johnstone test signals
frun
Runs and local extremes
ftnonpar-internal
Internal ftnonpar functions
genpmreg
Piecewise monotone regression with generalised taut strings
kkuip
Generalized Kuiper Metrics
l1pmreg
Piecewise monotone nonparameric quantile regression
mintvmon
Minimization of total variation
pmden
Piecewise monotone density estimation with taut strings
pmlogreg
Piecewise monotone logistic regression with taut strings
pmreg
Piecewise monotone regression with taut strings
pmspec
Piecewise monotone spectral density approximation with taut...
rclaw
The Claw Distribution
rtennormal
Mixture of ten normal distributions
smdenreg
Piecewise monotone density estimation with smooth taut...
smqreg
Smooth piecewise monotone regression with taut strings

Files in this package

ftnonpar
ftnonpar/MD5
ftnonpar/data
ftnonpar/data/djdata.rda
ftnonpar/data/balloon.rda
ftnonpar/pmden.R
ftnonpar/COPYRIGHT
ftnonpar/DESCRIPTION
ftnonpar/src
ftnonpar/src/strings.c
ftnonpar/src/denlocal.f
ftnonpar/src/smqreg.c
ftnonpar/src/fastrank.c
ftnonpar/src/frun.f
ftnonpar/src/NPSPCDN.f
ftnonpar/src/mintvmon.c
ftnonpar/src/genmrcheck.c
ftnonpar/src/genstring.c
ftnonpar/src/kkuip.c
ftnonpar/NAMESPACE
ftnonpar/man
ftnonpar/man/kkuip.Rd
ftnonpar/man/mintvmon.Rd
ftnonpar/man/pmreg.Rd
ftnonpar/man/dclaw.Rd
ftnonpar/man/rclaw.Rd
ftnonpar/man/frun.Rd
ftnonpar/man/l1pmreg.Rd
ftnonpar/man/ftnonpar-internal.Rd
ftnonpar/man/genpmreg.Rd
ftnonpar/man/rtennormal.Rd
ftnonpar/man/pmlogreg.Rd
ftnonpar/man/pmden.Rd
ftnonpar/man/smdenreg.Rd
ftnonpar/man/djdata.Rd
ftnonpar/man/pmspec.Rd
ftnonpar/man/smqreg.Rd
ftnonpar/man/balloon.Rd
ftnonpar/R
ftnonpar/R/pmden.R
ftnonpar/R/pmspec.R
ftnonpar/R/pmreg.R
ftnonpar/R/genpmreg.R
ftnonpar/R/smqreg.R
ftnonpar/R/mintvmon.R
ftnonpar/R/frun.R