locfit: Local Regression, Likelihood and Density Estimation.

Local regression, likelihood and density estimation.

Install the latest version of this package by entering the following in R:
install.packages("locfit")
AuthorCatherine Loader
Date of publication2013-04-20 09:01:16
MaintainerAndy Liaw <andy_liaw@merck.com>
LicenseGPL (>= 2)
Version1.5-9.1

View on CRAN

Man pages

aic: Compute Akaike's Information Criterion.

aicplot: Compute an AIC plot.

ais: Australian Institute of Sport Dataset

ang: Angular Term for a Locfit model.

bad: Example dataset for bandwidth selection

border: Cricket Batting Dataset

chemdiab: Chemical Diabetes Dataset

claw54: Claw Dataset

cldem: Example data set for classification

cltest: Test dataset for classification

cltrain: Training dataset for classification

co2: Carbon Dioxide Dataset

cp: Compute Mallows' Cp for local regression models.

cpar: Conditionally parametric term for a Locfit model.

cpplot: Compute a Cp plot.

crit: Compute critical values for confidence intervals.

dat: Locfit - data evaluation structure.

density.lf: Density estimation using Locfit

diab: Exhaust emissions

ethanol: Exhaust emissions

expit: Inverse logistic link function

fitted.locfit: Fitted values for a '"locfit"' object.

formula.locfit: Formula from a Locfit object.

gam.lf: Locfit call for Generalized Additive Models

gam.slist: Vector of GAM special terms

gcv: Compute generalized cross-validation statistic.

gcvplot: Compute a generalized cross-validation plot.

geyser: Old Faithful Geyser Dataset

geyser.round: Discrete Old Faithful Geyser Dataset

hatmatrix: Weight diagrams and the hat matrix for a local regression...

heart: Survival Times of Heart Transplant Recipients

insect: Insect Dataset

iris: Fisher's Iris Data (subset)

kangaroo: Kangaroo skull measurements dataset

kappa0: Critical Values for Simultaneous Confidence Bands.

kdeb: Bandwidth selectors for kernel density estimation.

km.mrl: Mean Residual Life using Kaplan-Meier estimate

lcv: Compute Likelihood Cross Validation Statistic.

lcvplot: Compute the likelihood cross-validation plot.

left: One-sided left smooth for a Locfit model.

lf: Locfit term in Additive Model formula

lfeval: Extract Locfit Evaluation Structure.

lfgrid: Locfit - grid evaluation structure.

lfknots: Extraction of fit-point information from a Locfit object.

lflim: Construct Limit Vectors for Locfit fits.

lfmarg: Generate grid margins.

lines.locfit: Add locfit line to existing plot

livmet: liver Metastases dataset

locfit: Local Regression, Likelihood and Density Estimation.

locfit.censor: Censored Local Regression

locfit.matrix: Reconstruct a Locfit model matrix.

locfit.quasi: Local Quasi-Likelihood with global reweighting.

locfit.raw: Local Regression, Likelihood and Density Estimation.

locfit.robust: Robust Local Regression

lp: Local Polynomial Model Term

lscv: Least Squares Cross Validation Statistic.

lscv.exact: Exact LSCV Calculation

lscvplot: Compute the LSCV plot.

mcyc: Acc(De?)celeration of a Motorcycle Hitting a Wall

mine: Fracture Counts in Coal Mines

mmsamp: Test dataset for minimax Local Regression

morths: Henderson and Sheppard Mortality Dataset

none: Locfit Evaluation Structure

panel.locfit: Locfit panel function

panel.xyplot.lf: Locfit panel function

penny: Penny Thickness Dataset

plotbyfactor: x-y scatterplot, colored by levels of a factor.

plot.eval: Plot evaluation points from a 2-d locfit object.

plot.gcvplot: Produce a cross-validation plot.

plot.lfeval: Plot a Locfit Evaluation Structure.

plot.locfit: Plot an object of class locfit.

plot.locfit.1d: Plot a one dimensional preplot.locfit object.

plot.locfit.2d: Plot a two-dimensional "preplot.locfit" object.

plot.locfit.3d: Plot a high-dimensional "preplot.locfit" object using trellis...

plot.preplot.locfit: Plot a "preplot.locfit" object.

plot.scb: Plot method for simultaneous confidence bands

points.locfit: Add 'locfit' points to existing plot

predict.locfit: Prediction from a Locfit object.

preplot.locfit: Prediction from a Locfit object.

preplot.locfit.raw: Prediction from a Locfit object.

print.gcvplot: Print method for gcvplot objects

print.lfeval: Print the Locfit Evaluation Points.

print.locfit: Print method for "locfit" object.

print.preplot.locfit: Print method for preplot.locfit objects.

print.scb: Print method for simultaneous confidence bands

print.summary.locfit: Print a Locfit summary object.

rbox: Local Regression, Likelihood and Density Estimation.

regband: Bandwidth selectors for local regression.

residuals.locfit: Fitted values and residuals for a Locfit object.

right: One-sided right smooth for a Locfit model.

rv: Residual variance from a locfit object.

rva: Substitute variance estimate on a locfit object.

scb: Simultaneous Confidence Bands

sjpi: Sheather-Jones Plug-in bandwidth criterion.

smooth.lf: Local Regression, Likelihood and Density Estimation.

spence.15: Spencer's 15 point graduation rule.

spence.21: Spencer's 21 point graduation rule.

spencer: Spencer's Mortality Dataset

stamp: Stamp Thickness Dataset

store: Save S functions.

summary.gcvplot: Summary method for a gcvplot structure.

summary.locfit: Print method for a locfit object.

summary.preplot.locfit: Summary method for a preplot.locfit object.

trimod: Generated sample from a bivariate trimodal normal mixture

xbar: Locfit Evaluation Structure

Functions

aic Man page
aicplot Man page
ais Man page
ang Man page
bad Man page
border Man page
chemdiab Man page
claw54 Man page
cldem Man page
cltest Man page
cltrain Man page
co2 Man page
cp Man page
cpar Man page
cpplot Man page
crit Man page
crit<- Man page
dat Man page
density.lf Man page
diab Man page
ethanol Man page
expit Man page
fitted.locfit Man page
formula.locfit Man page
gam.lf Man page
gam.slist Man page
gcv Man page
gcvplot Man page
geyser Man page
geyser.round Man page
hatmatrix Man page
heart Man page
insect Man page
iris Man page
kangaroo Man page
kappa0 Man page
kdeb Man page
km.mrl Man page
lcv Man page
lcvplot Man page
left Man page
lf Man page
lfeval Man page
lfgrid Man page
lfknots Man page
lflim Man page
lfmarg Man page
lines.locfit Man page
livmet Man page
llines.locfit Man page
locfit Man page
locfit.censor Man page
locfit.matrix Man page
locfit.quasi Man page
locfit.raw Man page
locfit.robust Man page
lp Man page
lscv Man page
lscv.exact Man page
lscvplot Man page
mcyc Man page
mine Man page
mmsamp Man page
morths Man page
none Man page
panel.locfit Man page
panel.xyplot.lf Man page
penny Man page
plotbyfactor Man page
plot.eval Man page
plot.gcvplot Man page
plot.lfeval Man page
plot.locfit Man page
plot.locfit.1d Man page
plot.locfit.2d Man page
plot.locfit.3d Man page
plot.preplot.locfit Man page
plot.scb Man page
plot.scb.1d Man page
plot.scb.2d Man page
points.locfit Man page
predict.locfit Man page
preplot.locfit Man page
preplot.locfit.raw Man page
print.gcvplot Man page
print.lfeval Man page
print.locfit Man page
print.preplot.locfit Man page
print.scb Man page
print.summary.locfit Man page
rbox Man page
regband Man page
residuals.locfit Man page
right Man page
rv Man page
rv<- Man page
scb Man page
sjpi Man page
smooth.lf Man page
spence.15 Man page
spence.21 Man page
spencer Man page
stamp Man page
store Man page
summary.gcvplot Man page
summary.locfit Man page
summary.preplot.locfit Man page
trimod Man page
xbar Man page

Files

MD5
src
src/weight.c
src/tube.h
src/startlf.c
src/smisc.c
src/simul.c
src/scb_iface.c
src/scb_crit.c
src/scb_cons.c
src/scb.c
src/procv.c
src/prob.c
src/preplot.c
src/pcomp.c
src/mutil.h
src/minmax.c
src/math.c
src/m_vector.c
src/m_svd.c
src/m_solve.c
src/m_qr.c
src/m_max.c
src/m_jacob.c
src/m_isphr.c
src/m_isimp.c
src/m_imont.c
src/m_icirc.c
src/m_eigen.c
src/m_chol.c
src/locfit.c
src/local.h
src/lfwin.h
src/lfstruc.h
src/lfstr.c
src/lffuns.h
src/lfcons.h
src/lf_wdiag.c
src/lf_vari.c
src/lf_robust.c
src/lf_nbhd.c
src/lf_fitfun.c
src/lf_dercor.c
src/lf_adap.c
src/imatlb.h
src/frend.c
src/fitted.c
src/family.c
src/ev_trian.c
src/ev_sphere.c
src/ev_main.c
src/ev_kdtre.c
src/ev_interp.c
src/ev_atree.c
src/design.h
src/density.c
src/dens_odi.c
src/dens_int.c
src/dens_haz.c
src/dbinom.c
src/cversion.h
src/band.c
src/S_enter.c
man
man/xbar.Rd man/trimod.Rd man/summary.preplot.locfit.Rd man/summary.locfit.Rd man/summary.gcvplot.Rd man/store.Rd man/stamp.Rd man/spencer.Rd man/spence.21.Rd man/spence.15.Rd man/smooth.lf.Rd man/sjpi.Rd man/scb.Rd man/rva.Rd man/rv.Rd man/right.Rd man/residuals.locfit.Rd man/regband.Rd man/rbox.Rd man/print.summary.locfit.Rd man/print.scb.Rd man/print.preplot.locfit.Rd man/print.locfit.Rd man/print.lfeval.Rd man/print.gcvplot.Rd man/preplot.locfit.raw.Rd man/preplot.locfit.Rd man/predict.locfit.Rd man/points.locfit.Rd man/plotbyfactor.Rd man/plot.scb.Rd man/plot.preplot.locfit.Rd man/plot.locfit.Rd man/plot.locfit.3d.Rd man/plot.locfit.2d.Rd man/plot.locfit.1d.Rd man/plot.lfeval.Rd man/plot.gcvplot.Rd man/plot.eval.Rd man/penny.Rd man/panel.xyplot.lf.Rd man/panel.locfit.Rd man/none.Rd man/morths.Rd man/mmsamp.Rd man/mine.Rd man/mcyc.Rd man/lscvplot.Rd man/lscv.exact.Rd man/lscv.Rd man/lp.Rd man/locfit.robust.Rd man/locfit.raw.Rd man/locfit.quasi.Rd man/locfit.matrix.Rd man/locfit.censor.Rd man/locfit.Rd man/livmet.Rd man/lines.locfit.Rd man/lfmarg.Rd man/lflim.Rd man/lfknots.Rd man/lfgrid.Rd man/lfeval.Rd man/lf.Rd man/left.Rd man/lcvplot.Rd man/lcv.Rd man/km.mrl.Rd man/kdeb.Rd man/kappa0.Rd man/kangaroo.Rd man/iris.Rd man/insect.Rd man/heart.Rd man/hatmatrix.Rd man/geyser.round.Rd man/geyser.Rd man/gcvplot.Rd man/gcv.Rd man/gam.slist.Rd man/gam.lf.Rd man/formula.locfit.Rd man/fitted.locfit.Rd man/expit.Rd man/ethanol.Rd man/diab.Rd man/density.lf.Rd man/dat.Rd man/crit.Rd man/cpplot.Rd man/cpar.Rd man/cp.Rd man/co2.Rd man/cltrain.Rd man/cltest.Rd man/cldem.Rd man/claw54.Rd man/chemdiab.Rd man/border.Rd man/bad.Rd man/ang.Rd man/ais.Rd man/aicplot.Rd man/aic.Rd
data
data/trimod.tab.gz
data/stamp.rda
data/spencer.rda
data/penny.tab.gz
data/morths.rda
data/mmsamp.tab.gz
data/mine.rda
data/mcyc.tab.gz
data/livmet.rda
data/kangaroo.rda
data/iris.rda
data/insect.tab.gz
data/heart.rda
data/geyser.round.tab.gz
data/geyser.rda
data/ethanol.rda
data/diab.tab.gz
data/co2.rda
data/cltrain.rda
data/cltest.rda
data/cldem.tab.gz
data/claw54.rda
data/chemdiab.tab.gz
data/border.rda
data/bad.rda
data/ais.rda
R
R/locfit.r R/firstlib.r
NEWS
NAMESPACE
DESCRIPTION

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.