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gamclass (version 0.51)

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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Version

Install

install.packages('gamclass')

Monthly Downloads

246

Version

0.51

License

GPL (>= 2)

Maintainer

John Maindonald

Last Published

October 31st, 2012

Functions in gamclass (0.51)

FARS

US fatal road accident data for automobiles, 1998 to 2010
plotFars

Extract ratio of ratios estimate of safety device effectiveness, and return trellis graphics object
FARSmiss

Summary information on records omitted from the FARS dataset
matchedPairs

Collect together driver and right seat passenger information, for the specified year
simreg

Simulate (repeated) regression calculations
cvalues

Historical speed of light measurements
tabFarsDead

Extract and plot ratio of ratios estimate of safety device effectiveness
modregR-package

Functions and Data for a course in modern regression
CVgam

Cross-validation estimate of accuracy from GAM model fit
german

German credit scoring data
loti

Global temperature anomalies
fars2007

US fatal road accident data, 2007 and 2008
compareModels

Compare accuracy of alternative classification methods
RFcluster

Random forests estimate of predictive accuracy for clustered data
CVcluster

Cross-validation estimate of predictive accuracy for clustered data