R: Functions and Data for a Course on Modern Regression and Classification

# Functions and Data for a Course on Modern Regression and Classification

## Documentation for package ‘gamclass’ version 0.62.5

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

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.