sm: Smoothing methods for nonparametric regression and density estimation

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This is software linked to the book 'Applied Smoothing Techniques for Data Analysis - The Kernel Approach with S-Plus Illustrations' Oxford University Press.

Author
Adrian Bowman and Adelchi Azzalini. Ported to R by B. D. Ripley <ripley@stats.ox.ac.uk> up to version 2.0, version 2.1 by Adrian Bowman and Adelchi Azzalini, version 2.2 by Adrian Bowman.
Date of publication
2014-01-16 20:20:26
Maintainer
Adrian Bowman <adrian.bowman@glasgow.ac.uk>
License
GPL (>= 2)
Version
2.2-5.4
URLs

View on CRAN

Man pages

aircraft
These data record six characteristics of aircraft designs...
airpc
These data list the first two principal component scores from...
binning
Construct frequency table from raw data
birth
Low birthweight in babies
bissell
Flaws in cloth
bonions
Yield-density relationship for Brown Imperial Spanish onions
britpts
Coastline of the UK and Ireland
citrate
The relationship between plasma citrate and carbohydrate...
coalash
Coal ash in mining samples
dogs
Coronary sinus potassium in dogs
follicle
Ovarian follicle counts
geys3d
Duration and the time between eruptions for the Old Faithful...
geyser
Old Faithful Geyser Data
hcv
Cross-validatory choice of smoothing parameter
hnorm
Normal optimal choice of smoothing parameter in density...
h.select
Selection of the smoothing parameter
hsj
Sheather-Jones choice of smoothing parameter for density...
lcancer
Spatial positions of cases of laryngeal cancer
mackerel
The abundance of mackerel eggs
magrem
Magnetic remanence
mildew
Mildew control
mosses
Heavy metals in mosses in Galicia.
muscle
Rat skeletal muscles
nile
Water level of the River Nile
nise
Integrated squared error between a density estimate and a...
nmise
mean integrated squared error for density estimation with...
nnbr
nearest neighbour distances from data in one or two...
pause
Pause before continuing execution
poles
Positions of the south pole
provide.data
Making data available as data.frame
radioc
Radiocarbon in Irish oak
sig.trace
A significance trace for a hypothesis test
sm
The sm package: summary information
smacker
Mackerel data from a Spanish survey
sm.ancova
Nonparametric analysis of covariance
sm.autoregression
Nonparametric estimation of the autoregression function
sm.binomial
Nonparametric logistic regression
sm.binomial.bootstrap
Bootstrap goodness-of-fit test for a logistic regression...
sm.density
Nonparametric density estimation in one, two or three...
sm.density.compare
Comparison of univariate density estimates
sm.discontinuity
The detection of discontinuities in a regression curve or...
sm-internal
Internal sm functions
sm.monotonicity
A test of monotonicity in a regression curve.
sm.options
Set or return options of sm library
sm.pca
Smooth principal components analysis
sm.poisson
Nonparametric Poisson regression
sm.poisson.bootstrap
Bootstrap goodness-of-fit test for a Poisson regression model
sm.regression
Nonparametric regression with one or two covariates.
sm.regression.autocor
Nonparametric regression with autocorrelated errors
sm.rm
Nonparametric analysis of repeated measurements data
sm.script
Running a script associated to the sm library
sm.sigma
Estimation of the error standard deviation in nonparametric...
sm.sigma2.compare
Comparison across two groups of the error standard deviation...
sm.sphere
Nonparametric density estimation for spherical data.
sm.surface3d
Adding a regression surface to an rgl plot.
sm.survival
Nonparametric regression with survival data.
sm.ts.pdf
Nonparametric density estimation of stationary time series...
sm.variogram
Confidence intervals and tests based on smoothing an...
stanford
Survival times from the Stanford Heart Transplant Study
tephra
Tephra layer
trawl
Trawl data from the Great Barrier Reef
trout
Potassium cyanate and trout eggs
wonions
Yield-density relationship for White Imperial Spanish onion...
worm
Human parasitic worm infections

Files in this package

sm
sm/po
sm/po/R-sm.pot
sm/inst
sm/inst/COPYING
sm/inst/history.txt
sm/inst/CITATION
sm/inst/smdata
sm/inst/smdata/stanford.dat
sm/inst/smdata/magrem.dat
sm/inst/smdata/stanford.doc
sm/inst/smdata/trout.doc
sm/inst/smdata/geys3d.dat
sm/inst/smdata/smacker.dat
sm/inst/smdata/radioc.dat
sm/inst/smdata/coalash.doc
sm/inst/smdata/bissell.doc
sm/inst/smdata/mildew.doc
sm/inst/smdata/tephra.dat
sm/inst/smdata/aircraft.doc
sm/inst/smdata/bonions.dat
sm/inst/smdata/propsim.dat
sm/inst/smdata/smacker.doc
sm/inst/smdata/citrate.dat
sm/inst/smdata/muscle.dat
sm/inst/smdata/tephra.doc
sm/inst/smdata/phosphat.doc
sm/inst/smdata/geys3d.doc
sm/inst/smdata/mackerel.doc
sm/inst/smdata/follicle.doc
sm/inst/smdata/airpc.doc
sm/inst/smdata/coalash.dat
sm/inst/smdata/worm.dat
sm/inst/smdata/lcancer.doc
sm/inst/smdata/mackerel.dat
sm/inst/smdata/trees.dat
sm/inst/smdata/nile.doc
sm/inst/smdata/bissell.dat
sm/inst/smdata/airpc.dat
sm/inst/smdata/trees.doc
sm/inst/smdata/bonions.doc
sm/inst/smdata/dogs.doc
sm/inst/smdata/mildew.dat
sm/inst/smdata/nile.dat
sm/inst/smdata/britpts.dat
sm/inst/smdata/follicle.dat
sm/inst/smdata/birth.dat
sm/inst/smdata/poles.dat
sm/inst/smdata/trout.dat
sm/inst/smdata/dogs.dat
sm/inst/smdata/muscle.doc
sm/inst/smdata/trawl.dat
sm/inst/smdata/poles.doc
sm/inst/smdata/aircraft.dat
sm/inst/smdata/lcancer.dat
sm/inst/smdata/wonions.doc
sm/inst/smdata/citrate.doc
sm/inst/smdata/trawl.doc
sm/inst/smdata/birth.doc
sm/inst/smdata/radioc.doc
sm/inst/smdata/worm.doc
sm/inst/smdata/magrem.doc
sm/inst/smdata/wonions.dat
sm/inst/scripts
sm/inst/scripts/air_band.q
sm/inst/scripts/onionplt.q
sm/inst/scripts/nyc.q
sm/inst/scripts/mildew.q
sm/inst/scripts/air_scat.q
sm/inst/scripts/te_var.q
sm/inst/scripts/geys_ts.q
sm/inst/scripts/sp_comp2.q
sm/inst/scripts/bissell3.q
sm/inst/scripts/edfgrad.q
sm/inst/scripts/rc_alter.q
sm/inst/scripts/speed.q
sm/inst/scripts/dogs.q
sm/inst/scripts/lc_dens.q
sm/inst/scripts/lynx.q
sm/inst/scripts/trw_lf.q
sm/inst/scripts/smackgam.q
sm/inst/scripts/trout1.q
sm/inst/scripts/trw_nebd.q
sm/inst/scripts/lc_comp.q
sm/inst/scripts/air_hcv.q
sm/inst/scripts/birth2.q
sm/inst/scripts/trw_nesg.q
sm/inst/scripts/trwlplot.q
sm/inst/scripts/noeff.q
sm/inst/scripts/sp_hist.q
sm/inst/scripts/birth1.q
sm/inst/scripts/mag_scat.q
sm/inst/scripts/sp_comp.q
sm/inst/scripts/trwlgam1.q
sm/inst/scripts/air_imag.q
sm/inst/scripts/rc_plot.q
sm/inst/scripts/stananim.q
sm/inst/scripts/sp_test2.q
sm/inst/scripts/air_cont.q
sm/inst/scripts/speedvar.q
sm/inst/scripts/follicle.q
sm/inst/scripts/sp_build.q
sm/inst/scripts/trwlgam2.q
sm/inst/scripts/bin_use.q
sm/inst/scripts/te_norm.q
sm/inst/scripts/mackplot.q
sm/inst/scripts/mackgam.q
sm/inst/scripts/trout2.q
sm/inst/scripts/sin_cv.q
sm/inst/scripts/trwlboot.q
sm/inst/scripts/geys3d.q
sm/inst/scripts/te_band.q
sm/inst/scripts/stanplot.q
sm/inst/scripts/air_dens.q
sm/inst/scripts/rc_boot.q
sm/inst/scripts/muscle.q
sm/inst/scripts/citrate.q
sm/inst/scripts/bissell2.q
sm/inst/scripts/lc_rr.q
sm/inst/scripts/rc_vband.q
sm/inst/scripts/trwlcomp.q
sm/inst/scripts/sp_alter.q
sm/inst/scripts/trw_lfsg.q
sm/inst/scripts/air_inds.q
sm/inst/scripts/bissell1.q
sm/inst/scripts/trwlcmp2.q
sm/inst/scripts/te_hcvsj.q
sm/inst/scripts/trwlband.q
sm/inst/scripts/sin_prop.q
sm/inst/scripts/smackplt.q
sm/inst/scripts/onionbnd.q
sm/inst/scripts/mackmap.q
sm/inst/scripts/index.doc
sm/inst/scripts/air_ind.q
sm/inst/scripts/mag_dens.q
sm/inst/scripts/trees.q
sm/inst/scripts/wormcomp.q
sm/inst/scripts/sp_test1.q
sm/inst/scripts/air_boot.q
sm/inst/scripts/trwlgam3.q
sm/tests
sm/tests/test_scripts.R
sm/src
sm/src/fgamma.c
sm/src/variogram.f90
sm/NAMESPACE
sm/data
sm/data/stanford.rda
sm/data/bonions.rda
sm/data/worm.rda
sm/data/poles.rda
sm/data/lcancer.rda
sm/data/trawl.rda
sm/data/wonions.rda
sm/data/citrate.rda
sm/data/radioc.rda
sm/data/geyser.tab.gz
sm/data/geys3d.rda
sm/data/trout.rda
sm/data/mackerel.rda
sm/data/smacker.rda
sm/data/tephra.rda
sm/data/britpts.rda
sm/data/magrem.rda
sm/data/mosses.rda
sm/data/coalash.rda
sm/data/aircraft.rda
sm/data/dogs.rda
sm/data/airpc.rda
sm/data/bissell.rda
sm/data/follicle.rda
sm/data/nile.rda
sm/data/mildew.rda
sm/data/birth.rda
sm/data/muscle.rda
sm/R
sm/R/survival.r
sm/R/ancova.r
sm/R/sm.r
sm/R/density.r
sm/R/ps-normal.r
sm/R/utilities.r
sm/R/pca.r
sm/R/monotonicity.r
sm/R/glm.r
sm/R/regression.r
sm/R/variogram.r
sm/R/hselect.r
sm/R/rpanel.r
sm/R/zzz.R
sm/R/sphere.r
sm/R/discontinuity.r
sm/MD5
sm/DESCRIPTION
sm/ChangeLog
sm/man
sm/man/sm.sigma.Rd
sm/man/sm.poisson.bootstrap.Rd
sm/man/hnorm.Rd
sm/man/geys3d.Rd
sm/man/lcancer.Rd
sm/man/sm.rm.Rd
sm/man/mosses.Rd
sm/man/h.select.Rd
sm/man/sm.regression.Rd
sm/man/sm.autoregression.Rd
sm/man/sm-internal.Rd
sm/man/bissell.Rd
sm/man/airpc.Rd
sm/man/sm.density.Rd
sm/man/magrem.Rd
sm/man/sm.variogram.Rd
sm/man/worm.Rd
sm/man/dogs.Rd
sm/man/citrate.Rd
sm/man/sm.pca.Rd
sm/man/sm.binomial.bootstrap.Rd
sm/man/provide.data.Rd
sm/man/wonions.Rd
sm/man/pause.Rd
sm/man/sm.survival.Rd
sm/man/sm.binomial.Rd
sm/man/coalash.Rd
sm/man/sm.script.Rd
sm/man/sm.sphere.Rd
sm/man/smacker.Rd
sm/man/sm.ancova.Rd
sm/man/sm.density.compare.Rd
sm/man/sm.poisson.Rd
sm/man/tephra.Rd
sm/man/sm.ts.pdf.Rd
sm/man/trout.Rd
sm/man/hcv.Rd
sm/man/trawl.Rd
sm/man/aircraft.Rd
sm/man/hsj.Rd
sm/man/follicle.Rd
sm/man/stanford.Rd
sm/man/sm.discontinuity.Rd
sm/man/sm.surface3d.Rd
sm/man/radioc.Rd
sm/man/mildew.Rd
sm/man/muscle.Rd
sm/man/binning.Rd
sm/man/mackerel.Rd
sm/man/geyser.Rd
sm/man/nile.Rd
sm/man/britpts.Rd
sm/man/sm.options.Rd
sm/man/nise.Rd
sm/man/sm.monotonicity.Rd
sm/man/birth.Rd
sm/man/sig.trace.Rd
sm/man/sm.sigma2.compare.Rd
sm/man/nnbr.Rd
sm/man/poles.Rd
sm/man/sm.Rd
sm/man/nmise.Rd
sm/man/sm.regression.autocor.Rd
sm/man/bonions.Rd