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

Files in this package

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.