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gamclass (version 0.55)
Functions and data for a course on modern regression and classification
Description
Modern regression extends to include classification and multivariate exploration
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Install
install.packages('gamclass')
Monthly Downloads
348
Version
0.55
License
GPL (>= 2)
Maintainer
John Maindonald
Last Published
August 23rd, 2014
Functions in gamclass (0.55)
Search functions
FARSmiss
Summary information on records omitted from the
FARS
dataset
plotFars
Extract from
FARS
data set the ratio of ratios estimate of safety device effectiveness, and return trellis graphics object
cvalues
Historical speed of light measurements
eventCounts
Tabulate vector of dates by specified time event
FARS
US fatal road accident data for automobiles, 1998 to 2010
gamRF
Random forest fit to residuals from GAM model
fars2007
US fatal road accident data, 2007 and 2008
german
German credit scoring data
tabFarsDead
Extract ratio of ratios estimate of safety device effectiveness, from the
Fars
dataset.
bssBYcut
Between group SS for
y
, for all possible splits on values of
x
RFcluster
Random forests estimate of predictive accuracy for clustered data
CVcluster
Cross-validation estimate of predictive accuracy for clustered data
simreg
Simulate (repeated) regression calculations
addhlines
Add horizontal lines to plot.
matchedPairs
Collect together driver and right seat passenger information, for the specified year
loti
Global temperature anomalies
airAccs
Aircraft Crash data
compareModels
Compare accuracy of alternative classification methods
CVgam
Cross-validation estimate of accuracy from GAM model fit
modregR-package
Functions and Data for a course in modern regression