sm: Smoothing methods for nonparametric regression and density estimation

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

AuthorAdrian 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 publication2014-01-16 20:20:26
MaintainerAdrian Bowman <adrian.bowman@glasgow.ac.uk>
LicenseGPL (>= 2)
Version2.2-5.4
http://www.stats.gla.ac.uk/~adrian/sm

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

Functions

addplot Man page
aicc.crit.reg Man page
aircraft Man page
airpc Man page
ask Man page
attach.frame Man page
binning Man page
birth Man page
bissell Man page
bonions Man page
britmap Man page
britpts Man page
change Man page
circle Man page
citrate Man page
coalash Man page
cv Man page
cv.crit.dens Man page
cv.crit.reg Man page
df.crit.reg Man page
dogs Man page
follicle Man page
geys3d Man page
geyser Man page
hcv Man page
hidplot Man page
hnorm Man page
h.select Man page
hsj Man page
incphi Man page
inctheta Man page
isInteger Man page
isMatrix Man page
latlines Man page
latlines.e Man page
lcancer Man page
longlines Man page
longlines.e Man page
mackerel Man page
magrem Man page
mildew Man page
mosses Man page
muscle Man page
nile Man page
nise Man page
nmise Man page
nnbr Man page
normdens.band Man page
np.contour.plot.3d. Man page
pause Man page
plot2 Man page
plot2d Man page
poles Man page
p.quad.moment Man page
provide.data Man page
radioc Man page
replace.na Man page
sig.trace Man page
sj Man page
sm Man page
smacker Man page
sm.ancova Man page
sm.autoregression Man page
sm.binomial Man page
sm.binomial.bootstrap Man page
sm.density Man page
sm.density.1d Man page
sm.density.2d Man page
sm.density.3d Man page
sm.density.compare Man page
sm.density.eval.1d Man page
sm.density.eval.2d Man page
sm.density.positive.1d Man page
sm.density.positive.2d Man page
sm.density.positive.grid Man page
sm.discontinuity Man page
sm.glm Man page
sm.imageplot Man page
sm.monotonicity Man page
sm.options Man page
sm.pca Man page
sm.persplot Man page
smplot.density Man page
smplot.regression Man page
sm.poisson Man page
sm.poisson.bootstrap Man page
sm.regression Man page
sm.regression.1d Man page
sm.regression.2d Man page
sm.regression.autocor Man page
sm.regression.eval.1d Man page
sm.regression.eval.2d Man page
sm.regression.test Man page
sm.rglplot Man page
sm.rm Man page
sm.script Man page
sm.sigma Man page
sm.sigma2.compare Man page
sm.sigweight Man page
sm.sliceplot Man page
sm.sphere Man page
sm.surface3d Man page
sm.survival Man page
sm.ts.pdf Man page
sm.variogram Man page
sm.weight Man page
sm.weight2 Man page
sphdraw Man page
sphimage Man page
stanford Man page
tephra Man page
trawl Man page
trout Man page
wmean Man page
wonions Man page
worm Man page
wvar Man page

Files

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

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