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

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

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