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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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Version

Install

install.packages('gamclass')

Monthly Downloads

246

Version

0.55

License

GPL (>= 2)

Maintainer

John Maindonald

Last Published

August 23rd, 2014

Functions in gamclass (0.55)

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