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locfit (version 1.5-9.1)

Local Regression, Likelihood and Density Estimation.

Description

Local regression, likelihood and density estimation.

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Version

Install

install.packages('locfit')

Monthly Downloads

94,451

Version

1.5-9.1

License

GPL (>= 2)

Maintainer

Andy Liaw

Last Published

April 20th, 2013

Functions in locfit (1.5-9.1)

formula.locfit

Formula from a Locfit object.
claw54

Claw Dataset
ang

Angular Term for a Locfit model.
cltest

Test dataset for classification
plot.scb

Plot method for simultaneous confidence bands
chemdiab

Chemical Diabetes Dataset
mcyc

Acc(De?)celeration of a Motorcycle Hitting a Wall
cp

Compute Mallows' Cp for local regression models.
lflim

Construct Limit Vectors for Locfit fits.
cpar

Conditionally parametric term for a Locfit model.
kdeb

Bandwidth selectors for kernel density estimation.
trimod

Generated sample from a bivariate trimodal normal mixture
border

Cricket Batting Dataset
cldem

Example data set for classification
preplot.locfit

Prediction from a Locfit object.
morths

Henderson and Sheppard Mortality Dataset
print.gcvplot

Print method for gcvplot objects
ais

Australian Institute of Sport Dataset
fitted.locfit

Fitted values for a `"locfit"' object.
locfit

Local Regression, Likelihood and Density Estimation.
spencer

Spencer's Mortality Dataset
expit

Inverse logistic link function
plot.locfit

Plot an object of class locfit.
iris

Fisher's Iris Data (subset)
gcvplot

Compute a generalized cross-validation plot.
print.preplot.locfit

Print method for preplot.locfit objects.
plot.preplot.locfit

Plot a "preplot.locfit" object.
kappa0

Critical Values for Simultaneous Confidence Bands.
km.mrl

Mean Residual Life using Kaplan-Meier estimate
lcvplot

Compute the likelihood cross-validation plot.
mmsamp

Test dataset for minimax Local Regression
locfit.matrix

Reconstruct a Locfit model matrix.
locfit.censor

Censored Local Regression
print.lfeval

Print the Locfit Evaluation Points.
kangaroo

Kangaroo skull measurements dataset
gcv

Compute generalized cross-validation statistic.
locfit.raw

Local Regression, Likelihood and Density Estimation.
co2

Carbon Dioxide Dataset
bad

Example dataset for bandwidth selection
smooth.lf

Local Regression, Likelihood and Density Estimation.
summary.gcvplot

Summary method for a gcvplot structure.
geyser

Old Faithful Geyser Dataset
gam.slist

Vector of GAM special terms
xbar

Locfit Evaluation Structure
density.lf

Density estimation using Locfit
dat

Locfit - data evaluation structure.
plot.gcvplot

Produce a cross-validation plot.
locfit.quasi

Local Quasi-Likelihood with global reweighting.
summary.locfit

Print method for a locfit object.
plot.eval

Plot evaluation points from a 2-d locfit object.
none

Locfit Evaluation Structure
diab

Exhaust emissions
cpplot

Compute a Cp plot.
rbox

Local Regression, Likelihood and Density Estimation.
left

One-sided left smooth for a Locfit model.
residuals.locfit

Fitted values and residuals for a Locfit object.
summary.preplot.locfit

Summary method for a preplot.locfit object.
lfgrid

Locfit - grid evaluation structure.
right

One-sided right smooth for a Locfit model.
heart

Survival Times of Heart Transplant Recipients
lcv

Compute Likelihood Cross Validation Statistic.
lscv

Least Squares Cross Validation Statistic.
aic

Compute Akaike's Information Criterion.
ethanol

Exhaust emissions
plot.lfeval

Plot a Locfit Evaluation Structure.
lfeval

Extract Locfit Evaluation Structure.
penny

Penny Thickness Dataset
hatmatrix

Weight diagrams and the hat matrix for a local regression model.
rv

Residual variance from a locfit object.
lf

Locfit term in Additive Model formula
scb

Simultaneous Confidence Bands
lfmarg

Generate grid margins.
gam.lf

Locfit call for Generalized Additive Models
predict.locfit

Prediction from a Locfit object.
stamp

Stamp Thickness Dataset
plot.locfit.3d

Plot a high-dimensional "preplot.locfit" object using trellis displays.
print.summary.locfit

Print a Locfit summary object.
print.locfit

Print method for "locfit" object.
spence.21

Spencer's 21 point graduation rule.
spence.15

Spencer's 15 point graduation rule.
regband

Bandwidth selectors for local regression.
lfknots

Extraction of fit-point information from a Locfit object.
plot.locfit.1d

Plot a one dimensional preplot.locfit object.
panel.xyplot.lf

Locfit panel function
lp

Local Polynomial Model Term
rva

Substitute variance estimate on a locfit object.
mine

Fracture Counts in Coal Mines
plot.locfit.2d

Plot a two-dimensional "preplot.locfit" object.
lines.locfit

Add locfit line to existing plot
preplot.locfit.raw

Prediction from a Locfit object.
points.locfit

Add `locfit' points to existing plot
insect

Insect Dataset
print.scb

Print method for simultaneous confidence bands
panel.locfit

Locfit panel function
lscv.exact

Exact LSCV Calculation
store

Save S functions.
plotbyfactor

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

Sheather-Jones Plug-in bandwidth criterion.
locfit.robust

Robust Local Regression
lscvplot

Compute the LSCV plot.
crit

Compute critical values for confidence intervals.
cltrain

Training dataset for classification
livmet

liver Metastases dataset
aicplot

Compute an AIC plot.
geyser.round

Discrete Old Faithful Geyser Dataset