locfit: Local Regression, Likelihood and Density Estimation.

Local regression, likelihood and density estimation.

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

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

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

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