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

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

View on CRAN

Functions

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

Files

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

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