gamclass: Functions and Data for a Course on Modern Regression and Classification
Version 0.56

Functions and data are provided that support a course that emphasizes statistical issues of inference and generalizability. Attention is restricted to a relatively small number of methods, often (misleadingly in my view) referred to as algorithms.

AuthorJohn Maindonald
Date of publication2015-08-20 10:39:49
MaintainerJohn Maindonald <john.maindonald@anu.edu.au>
LicenseGPL (>= 2)
Version0.56
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("gamclass")

Popular man pages

addhlines: Add horizontal lines to plot.
compareModels: Compare accuracy of alternative classification methods
CVcluster: Cross-validation estimate of predictive accuracy for...
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
loti: Global temperature anomalies
See all...

All man pages Function index File listing

Man pages

addhlines: Add horizontal lines to plot.
airAccs: Aircraft Crash data
bssBYcut: Between group SS for 'y', for all possible splits on values...
compareModels: Compare accuracy of alternative classification methods
cvalues: Historical speed of light measurements
CVcluster: Cross-validation estimate of predictive accuracy for...
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
FARSmiss: Summary information on records omitted from the 'FARS'...
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,...
modregR-package: Functions and Data for a Course in Modern Regression
plotFars: Extract from 'FARS' data set the ratio of ratios estimate of...
RFcluster: Random forests estimate of predictive accuracy for clustered...
simreg: Simulate (repeated) regression calculations
tabFarsDead: Extract ratio of ratios estimate of safety device...

Functions

CVcluster Man page Source code
CVgam Man page Source code
FARS Man page
FARSmiss Man page
RFcluster Man page Source code
addhlines Man page Source code
airAccs Man page
bootreg Man page Source code
bssBYcut Man page Source code
compareModels Man page Source code
cvalues Man page
eventCounts Man page Source code
fars2007 Man page
fars2008 Man page
gamRF Man page Source code
german Man page
loti Man page
matchedPairs Man page Source code
modregR Man page
modregR-package Man page
plotFars Man page Source code
simreg Man page Source code
tabFarsDead Man page Source code

Files

inst
inst/doc
inst/doc/figs4.Rnw
inst/doc/figs8.R
inst/doc/figs11.R
inst/doc/figs6.Rnw
inst/doc/figs9.R
inst/doc/figs6.R
inst/doc/figs5.pdf
inst/doc/figs3.R
inst/doc/figs2.R
inst/doc/figs7.Rnw
inst/doc/figs3.Rnw
inst/doc/figs10.Rnw
inst/doc/figs5.Rnw
inst/doc/figs1.pdf
inst/doc/figs1.Rnw
inst/doc/figs1.R
inst/doc/figs4.pdf
inst/doc/figs9.Rnw
inst/doc/figs7.pdf
inst/doc/figs3.pdf
inst/doc/figs8.pdf
inst/doc/figs2.pdf
inst/doc/figs9.pdf
inst/doc/figs6.pdf
inst/doc/figs10.R
inst/doc/figs4.R
inst/doc/figs11.pdf
inst/doc/figs8.Rnw
inst/doc/figs7.R
inst/doc/figs11.Rnw
inst/doc/figs10.pdf
inst/doc/figs5.R
inst/doc/figs2.Rnw
NAMESPACE
NEWS
data
data/fars2007.RData
data/cvalues.rda
data/FARSmiss.rda
data/german.rda
data/airAccs.rda
data/datalist
data/loti.rda
data/FARS.rda
data/fars2008.RData
R
R/gamRF.R
R/bootreg.R
R/CVgam.R
R/compareModels.R
R/bssBYcut.R
R/eventCounts.R
R/simreg.R
R/matchedPairs.R
R/addhlines.R
R/CVcluster.R
R/plotFars.R
R/tabFarsDead.R
R/RFcluster.R
vignettes
vignettes/figs4-concordance.tex
vignettes/figs4.Rnw
vignettes/figs7-concordance.tex
vignettes/figs6.Rnw
vignettes/figs9-concordance.tex
vignettes/figs7.Rnw
vignettes/figs5-concordance.tex
vignettes/figs3.Rnw
vignettes/figs3-concordance.tex
vignettes/figs6-concordance.tex
vignettes/figs1-concordance.tex
vignettes/figs10.Rnw
vignettes/figs2-concordance.tex
vignettes/figs5.Rnw
vignettes/figs8-concordance.tex
vignettes/figs1.Rnw
vignettes/figs9.Rnw
vignettes/figs10-concordance.tex
vignettes/figs
vignettes/figs/gam-fig6_14x.pdf
vignettes/figs/key-fig1_10x-1.pdf
vignettes/figs/gam-fig7_4x-1.pdf
vignettes/figs/class-fig7_4x.pdf
vignettes/figs/infer-fig3_12x-1.pdf
vignettes/figs/glm-fig5_6x.pdf
vignettes/figs/lims-fig2_5x-1.pdf
vignettes/figs/glm-fig5_4x1.pdf
vignettes/figs/ord-fig11_2x-1.pdf
vignettes/figs/infer-fig3_7x-1.pdf
vignettes/figs/glm-fig5_1x.pdf
vignettes/figs/gam-fig7_2x-1.pdf
vignettes/figs/reg-fig4_5x.pdf
vignettes/figs/key-fig1_3x-1.pdf
vignettes/figs/gam-fig6_4x-1.pdf
vignettes/figs/glm-fig5_4x.pdf
vignettes/figs/gam-fig6_11x.pdf
vignettes/figs/reg-fig4_17x-1.pdf
vignettes/figs/gam-fig6_7x-1.pdf
vignettes/figs/tree-Car90-loosen-1.pdf
vignettes/figs/infer-fig3_16x.pdf
vignettes/figs/gam-fig6_2x-1.pdf
vignettes/figs/gam-fig6_10Bx-1.pdf
vignettes/figs/tree-bss-plot-1.pdf
vignettes/figs/gam-fig6_3x.pdf
vignettes/figs/reg-fig4_11x.pdf
vignettes/figs/gam-fig6_9x.pdf
vignettes/figs/gam-fig6_11x1.pdf
vignettes/figs/gam-fig6_3x-1.pdf
vignettes/figs/key-fig1_1x-1.pdf
vignettes/figs/class-fig9_2x-1.pdf
vignettes/figs/infer-fig3_16x-1.pdf
vignettes/figs/class-fig9_1x-1.pdf
vignettes/figs/tree-car90-plot12-2.pdf
vignettes/figs/gam-fig6_12x.pdf
vignettes/figs/gam-fig7_6x-1.pdf
vignettes/figs/gam-fig6_5x-1.pdf
vignettes/figs/reg-fig4_17x.pdf
vignettes/figs/key-fig1_18x-1.pdf
vignettes/figs/class-fig7_7x.pdf
vignettes/figs/gam-fig6_8x.pdf
vignettes/figs/key-fig1_14x-1.pdf
vignettes/figs/infer-fig3_13x-2.pdf
vignettes/figs/ord-fig9_1x.pdf
vignettes/figs/gam-fig6_2x.pdf
vignettes/figs/tree-car90-plot12-1.pdf
vignettes/figs/gam-fig6_12x-1.pdf
vignettes/figs/class-fig9_11x-1.pdf
vignettes/figs/class-fig9_4x-1.pdf
vignettes/figs/infer-fig3_10x-1.pdf
vignettes/figs/reg-fig4_1x.pdf
vignettes/figs/gam-fig6_6x-1.pdf
vignettes/figs/reg-fig4_3x-1.pdf
vignettes/figs/infer-fig3_2x-1.pdf
vignettes/figs/gam-fig6_16x.pdf
vignettes/figs/ord-fig11_1x-1.pdf
vignettes/figs/gam-fig6_17x.pdf
vignettes/figs/reg-fig4_12x-1.pdf
vignettes/figs/gam-fig6_14x-1.pdf
vignettes/figs/infer-fig3_11x.pdf
vignettes/figs/gam-fig6_11x2.pdf
vignettes/figs/infer-fig3_14x-1.pdf
vignettes/figs/reg-fig4_3x.pdf
vignettes/figs/key-fig1_2ABx-2.pdf
vignettes/figs/lims-fig2_7x-1.pdf
vignettes/figs/reg-fig4_2x-1.pdf
vignettes/figs/key-fig1_20x-1.pdf
vignettes/figs/lims-fig2_6x-1.pdf
vignettes/figs/class-fig7_11x.pdf
vignettes/figs/reg-fig4_12x.pdf
vignettes/figs/infer-fig3_6x-1.pdf
vignettes/figs/lims-fig2_6x.pdf
vignettes/figs/infer-fig3_1x.pdf
vignettes/figs/lims-fig2_3x-1.pdf
vignettes/figs/key-fig1_16x-1.pdf
vignettes/figs/infer-fig3_9x-1.pdf
vignettes/figs/gam-fig6_14x-2.pdf
vignettes/figs/infer-fig3_1x-1.pdf
vignettes/figs/gam-fig6_18x.pdf
vignettes/figs/gam-fig6_4x.pdf
vignettes/figs/infer-fig3_2x.pdf
vignettes/figs/tree-Car90-loosen-2.pdf
vignettes/figs/reg-fig4_8x-1.pdf
vignettes/figs/reg-fig4_7x-1.pdf
vignettes/figs/reg-fig4_4x-1.pdf
vignettes/figs/reg-fig4_1x-1.pdf
vignettes/figs/key-fig1_12x-1.pdf
vignettes/figs/class-fig7_3x.pdf
vignettes/figs/infer-fig3_5x-1.pdf
vignettes/figs/tree-car90x-plotcp-1.pdf
vignettes/figs/class-fig7_1x.pdf
vignettes/figs/tree-cf-models-rfgam-1.pdf
vignettes/figs/infer-fig3_7x.pdf
vignettes/figs/class-fig7_9x.pdf
vignettes/figs/gam-fig6_10Bx.pdf
vignettes/figs/infer-fig3_11x-1.pdf
vignettes/figs/infer-fig3_15x-1.pdf
vignettes/figs/reg-fig4_6x.pdf
vignettes/figs/gam-fig7_3x-1.pdf
vignettes/figs/reg-fig4_11x-1.pdf
vignettes/figs/glm-fig5_3x.pdf
vignettes/figs/key-fig1_5x-1.pdf
vignettes/figs/gam-fig6_8x-1.pdf
vignettes/figs/ord-fig9_4x.pdf
vignettes/figs/gam-fig6_10Ax.pdf
vignettes/figs/class-fig7_5x.pdf
vignettes/figs/reg-fig4_5x-1.pdf
vignettes/figs/infer-fig3_5x.pdf
vignettes/figs/class-fig9_5x-1.pdf
vignettes/figs/lims-fig2_2x-1.pdf
vignettes/figs/infer-fig3_6x.pdf
vignettes/figs/class-fig9_3x-1.pdf
vignettes/figs/reg-fig4_15x.pdf
vignettes/figs/reg-fig4_16x-1.pdf
vignettes/figs/lims-figs2_1x-1.pdf
vignettes/figs/infer-fig3_13x-1.pdf
vignettes/figs/reg-fig4_14x-1.pdf
vignettes/figs/lims-figs2_1x.pdf
vignettes/figs/reg-fig4_9x-1.pdf
vignettes/figs/reg-fig4_15x-1.pdf
vignettes/figs/lims-fig2_5x.pdf
vignettes/figs/ord-fig11_4x-1.pdf
vignettes/figs/infer-fig3_12x.pdf
vignettes/figs/gam-fig6_5x.pdf
vignettes/figs/class-fig7_10x.pdf
vignettes/figs/infer-fig3_15x.pdf
vignettes/figs/glm-fig5_3x-1.pdf
vignettes/figs/glm-fig5_5x.pdf
vignettes/figs/key-fig1_4x-1.pdf
vignettes/figs/gam-fig6_19x.pdf
vignettes/figs/gam-fig6_6x.pdf
vignettes/figs/glm-fig5_2x-1.pdf
vignettes/figs/infer-fig3_9x.pdf
vignettes/figs/lims-fig2_3x.pdf
vignettes/figs/infer-fig3_4x.pdf
vignettes/figs/infer-fig3_3x.pdf
vignettes/figs/reg-fig4_2x.pdf
vignettes/figs/key-fig1_11x-1.pdf
vignettes/figs/glm-fig5_1x-1.pdf
vignettes/figs/glm-fig5_4x-1.pdf
vignettes/figs/class-fig9_7x-1.pdf
vignettes/figs/glm-fig5_2x.pdf
vignettes/figs/infer-fig3_13x.pdf
vignettes/figs/reg-fig4_6x-1.pdf
vignettes/figs/infer-fig3_14x.pdf
vignettes/figs/lims-fig2_4x.pdf
vignettes/figs/reg-fig4_4x.pdf
vignettes/figs/key-fig1_8x-1.pdf
vignettes/figs/reg-fig4_16x.pdf
vignettes/figs/key-fig1_13x-1.pdf
vignettes/figs/class-fig7_8x.pdf
vignettes/figs/ord-fig9_2x.pdf
vignettes/figs/glm-fig5_4x2.pdf
vignettes/figs/gam-fig6_13x.pdf
vignettes/figs/key-fig1_7x-1.pdf
vignettes/figs/reg-fig4_13x-1.pdf
vignettes/figs/class-fig7_6x.pdf
vignettes/figs/ord-fig11_2x-2.pdf
vignettes/figs/gam-fig7_5x-1.pdf
vignettes/figs/class-fig7_2x.pdf
vignettes/figs/reg-fig4_7x.pdf
vignettes/figs/glm-fig5_5x-1.pdf
vignettes/figs/lims-fig2_4x-1.pdf
vignettes/figs/gam-fig6_1x-1.pdf
vignettes/figs/key-fig1_6x-1.pdf
vignettes/figs/key-fig1_9x-1.pdf
vignettes/figs/lims-fig2_2x.pdf
vignettes/figs/reg-fig4_14x.pdf
vignettes/figs/infer-fig3_10x.pdf
vignettes/figs/infer-fig3_4x-1.pdf
vignettes/figs/glm-fig5_6x-1.pdf
vignettes/figs/gam-fig6_7x.pdf
vignettes/figs/infer-fig3_8x-1.pdf
vignettes/figs/tree-Car90-rf-1.pdf
vignettes/figs/lims-fig2_7x.pdf
vignettes/figs/reg-fig4_10x.pdf
vignettes/figs/key-fig1_19x-1.pdf
vignettes/figs/ord-fig11_3x-1.pdf
vignettes/figs/ord-fig9_3x.pdf
vignettes/figs/gam-fig6_15x.pdf
vignettes/figs/reg-fig4_10x-1.pdf
vignettes/figs/gam-fig6_1x.pdf
vignettes/figs/class-fig9_9x-1.pdf
vignettes/figs/gam-fig6_9x-1.pdf
vignettes/figs/class-fig9_6x-1.pdf
vignettes/figs/class-fig9_8x-1.pdf
vignettes/figs/class-fig10_2x-1.pdf
vignettes/figs/key-fig1_2ABx-1.pdf
vignettes/figs/key-fig1_15x-1.pdf
vignettes/figs/class-fig9_10x-1.pdf
vignettes/figs/class-fig10_1x-1.pdf
vignettes/figs/reg-fig4_13x.pdf
vignettes/figs/gam-fig6_11x-1.pdf
vignettes/figs/infer-fig3_3x-1.pdf
vignettes/figs/reg-fig4_9x.pdf
vignettes/figs/infer-fig3_8x.pdf
vignettes/figs/key-fig1_17x-1.pdf
vignettes/figs/gam-fig6_13x-1.pdf
vignettes/figs/gam-fig6_10Ax-1.pdf
vignettes/figs/gam-fig7_1x-1.pdf
vignettes/figs/reg-fig4_8x.pdf
vignettes/figs8.Rnw
vignettes/figs11.Rnw
vignettes/figs11-concordance.tex
vignettes/figs2.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/airAccs.Rd
man/addhlines.Rd
man/tabFarsDead.Rd
man/fars2007.Rd
man/CVgam.Rd
man/compareModels.Rd
man/FARSmiss.Rd
man/german.Rd
man/modregR-package.Rd
man/loti.Rd
man/cvalues.Rd
man/RFcluster.Rd
man/FARS.Rd
man/CVcluster.Rd
man/plotFars.Rd
man/matchedPairs.Rd
man/gamRF.Rd
man/bssBYcut.Rd
man/simreg.Rd
man/eventCounts.Rd
.Rinstignore
gamclass documentation built on May 19, 2017, 6:20 p.m.