Functions and Data for a Course on Modern Regression and Classification

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Documentation for package ‘gamclass’ version 0.62.5

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gamclass-package Functions and Data for a Course in Modern Regression
addhlines Add horizontal lines to plot.
airAccs Aircraft Crash data
bomregions2018 Australian and Related Historical Annual Climate Data, by Region
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
confusion Given actual and predicted group assignments, give the confusion matrix
coralPval P-values from biological expression array data
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
frontDeaths Safety Device effectiveness Measures, by Year
gamclass Functions and Data for a Course in Modern Regression
gamRF Random forest fit to residuals from GAM model
german German credit scoring data
greatLakesM Monthly Great Lake heights: 1918 - 2019
ldaErr Calculate Error Rates for Linear Discriminant Model
loti Global temperature anomalies
otherDeaths Safety Device effectiveness Measures, by Year
plotFars Plot Protection Device Effectiveness Measure Against Year
rearDeaths Safety Device effectiveness Measures, by Year
relDeaths Yearly Driver deaths, as Fraction of Deaths for All Years
RFcluster Random forests estimate of predictive accuracy for clustered data
rfErr Calculate Error Rates for randomForest model
rpartErr Calculate Error Rates for rpart model
sideDeaths Safety Device effectiveness Measures, by Year
simreg Simulate (repeated) regression calculations
tabFarsDead Extract ratio of ratios estimate of safety device effectiveness, from the 'Fars' dataset.