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gamclass (version 0.52)

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

0.52

License

GPL (>= 2)

Maintainer

John Maindonald

Last Published

December 5th, 2013

Functions in gamclass (0.52)

fars2007

US fatal road accident data, 2007 and 2008
tabFarsDead

Extract and plot ratio of ratios estimate of safety device effectiveness
matchedPairs

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

Compare accuracy of alternative classification methods
RFcluster

Random forests estimate of predictive accuracy for clustered data
modregR-package

Functions and Data for a course in modern regression
german

German credit scoring data
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
loti

Global temperature anomalies
CVgam

Cross-validation estimate of accuracy from GAM model fit
CVcluster

Cross-validation estimate of predictive accuracy for clustered data
simreg

Simulate (repeated) regression calculations
cvalues

Historical speed of light measurements
FARSmiss

Summary information on records omitted from the FARS dataset