├── .gitignore ├── Bootstrap.Rmd ├── Bootstrap.ipynb ├── Bootstrap.md ├── Bootstrap_files ├── figure-gfm │ ├── block1-1.png │ ├── bootsam-1.png │ ├── bootsam2-1.png │ └── marg2-1.png └── figure-markdown_github │ ├── bootsam-1.png │ ├── bootsam2-1.png │ ├── marg2-1.png │ └── other-1.png ├── Example-backfitting.Rmd ├── Example-backfitting.ipynb ├── Example-backfitting.md ├── Example-backfitting_files └── figure-gfm │ ├── iterate.show-1.png │ ├── iterate.show-2.png │ ├── iterate.show-3.png │ ├── robiterplots-1.png │ ├── robiterplots-2.png │ ├── robiterplots-3.png │ ├── robust.onestep-1.png │ ├── robust.onestep-2.png │ ├── robust.onestep-3.png │ ├── scatter-1.png │ ├── smooth.1.plot-1.png │ ├── smooth.2-1.png │ ├── smooth.3-1.png │ ├── trygam-1.png │ ├── trygam-2.png │ └── trygam-3.png ├── LICENSE ├── Lecture1.Rmd ├── Lecture1.md ├── Lecture1_files ├── figure-gfm │ ├── diag-1.png │ ├── diag-2.png │ ├── diag-3.png │ ├── diag.air-1.png │ ├── diag.air-2.png │ ├── diag.air-3.png │ ├── diag.air.rob-1.png │ ├── diag.air.rob-2.png │ ├── diag.air.rob-3.png │ ├── location2-1.png │ ├── pairs-1.png │ ├── rmspe-1.png │ ├── robdiag-1.png │ ├── robdiag-2.png │ └── robdiag-3.png └── figure-markdown_github │ ├── diag-1.png │ ├── diag-2.png │ ├── diag-3.png │ ├── diag.air-1.png │ ├── diag.air-2.png │ ├── diag.air-3.png │ ├── diag.air.rob-1.png │ ├── diag.air.rob-2.png │ ├── diag.air.rob-3.png │ ├── location2-1.png │ ├── pairs-1.png │ ├── rmspe-1.png │ ├── robdiag-1.png │ ├── robdiag-2.png │ └── robdiag-3.png ├── Lecture2.Rmd ├── Lecture2.md ├── Lecture2_files ├── figure-gfm │ ├── phosphor-1.png │ ├── phosphor2-1.png │ ├── stackloss-1.png │ ├── stackloss.ls-1.png │ ├── stackloss.opt-1.png │ ├── stackloss2-1.png │ ├── stackloss3-1.png │ ├── stackloss4-1.png │ ├── stackloss5-1.png │ └── tukey-1.png └── figure-markdown_github │ ├── stackloss.ls-1.png │ ├── stackloss.opt-1.png │ ├── stackloss2-1.png │ ├── stackloss3-1.png │ ├── stackloss4-1.png │ ├── stackloss5-1.png │ └── tukey-1.png ├── Lecture3.Rmd ├── Lecture3.md ├── Lecture3_files ├── figure-gfm │ ├── bothonclean-1.png │ ├── classicfits-1.png │ ├── cycle-1.png │ ├── cycle.cv.deg0-1.png │ ├── op.cycle.deg0-1.png │ ├── outliers-1.png │ ├── overlay-1.png │ ├── scatter-1.png │ ├── showfits-1.png │ ├── showouts-1.png │ └── showouts2-1.png └── figure-markdown_github │ ├── bothonclean-1.png │ ├── classicfits-1.png │ ├── cycle-1.png │ ├── cycle2-1.png │ ├── outliers-1.png │ ├── overlay-1.png │ ├── scatter-1.png │ ├── showfits-1.png │ ├── showouts-1.png │ └── showouts2-1.png ├── README.md ├── Simple_examples.Rmd ├── Simple_examples.ipynb ├── Simple_examples.md ├── Simple_examples_files └── figure-gfm │ ├── aaa-1.png │ ├── allplot-1.png │ ├── conv-1.png │ ├── cycle2-1.png │ ├── cycledata-1.png │ ├── mest-1.png │ ├── noout-1.png │ ├── repeat-1.png │ └── show-1.png ├── abalone.data ├── abalone.names ├── airfoil_self_noise.dat └── scripts.md /.gitignore: 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