Functions and data for a course on modern regression and classification


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Documentation for package ‘gamclass’ version 0.51

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modregR-package Functions and Data for a course in modern regression
bootreg Simulate (repeated) regression calculations
compareModels Compare accuracy of alternative classification methods
cvalues Historical speed of light measurements
CVcluster Cross-validation estimate of predictive accuracy for clustered data
CVgam Cross-validation estimate of accuracy from GAM model fit
FARS US fatal road accident data for automobiles, 1998 to 2010
fars2007 US fatal road accident data, 2007 and 2008
fars2008 US fatal road accident data, 2007 and 2008
FARSmiss Summary information on records omitted from the 'FARS' dataset
german German credit scoring data
loti Global temperature anomalies
matchedPairs Collect together driver and right seat passenger information, for the specified year
modregR Functions and Data for a course in modern regression
plotFars Extract ratio of ratios estimate of safety device effectiveness, and return trellis graphics object
RFcluster Random forests estimate of predictive accuracy for clustered data
simreg Simulate (repeated) regression calculations
tabFarsDead Extract and plot ratio of ratios estimate of safety device effectiveness