Rdocumentation
powered by
Learn R Programming
⚠️
There's a newer version (19980714-2) of this package.
Take me there.
locfit (version 1.5-9.1)
Local Regression, Likelihood and Density Estimation.
Description
Local regression, likelihood and density estimation.
Copy Link
Link to current version
Version
Version
19980714-2
1.5-9.12
1.5-9.11
1.5-9.10
1.5-9.9
1.5-9.8
1.5-9.7
1.5-9.6
1.5-9.5
1.5-9.4
1.5-9.2
1.5-9.1
1.5-8
1.5-7
1.5-6
1.5-5
1.5-4
1.5-3
1.5-2
1.1-11
1.1-9
1.1-8
1.1-7
1.1-6
1.1-5
1.1-4
1.1-3
1.1-1
1.0-1
1.00
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)
Search all functions
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