locfit: Local Regression, Likelihood and Density Estimation.

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Local regression, likelihood and density estimation.

Author
Catherine Loader
Date of publication
2013-04-20 09:01:16
Maintainer
Andy Liaw <andy_liaw@merck.com>
License
GPL (>= 2)
Version
1.5-9.1

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

Files in this package

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