Functions and Data for a Course on Modern Regression and Classification


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Documentation for package ‘gamclass’ version 0.58

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modregR-package Functions and Data for a Course in Modern Regression
addhlines Add horizontal lines to plot.
airAccs Aircraft Crash data
bootreg Simulate (repeated) regression calculations
bronchitis Chronic bronchitis in a sample of men in Cardiff
bssBYcut Between group SS for 'y', for all possible splits on values of 'x'
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
eventCounts Tabulate vector of dates by specified time event
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
gamRF Random forest fit to residuals from GAM model
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 from 'FARS' data set the 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 ratio of ratios estimate of safety device effectiveness, from the 'Fars' dataset.