├── .gitignore ├── .here ├── LICENSE ├── Makefile ├── README.md ├── data └── gbtemp.csv ├── gam-intro.R ├── gam-intro.Rmd ├── gam-intro.html ├── gam-intro_files └── figure-html │ ├── appraise-gam-check-example-1.svg │ ├── basis-functions-1.svg │ ├── birds-2-1.svg │ ├── co2-example-2-1.svg │ ├── co2-example-5-1.svg │ ├── co2-example-9-1.svg │ ├── example-data-figure-1.svg │ ├── galveston-full-model-draw-1.svg │ ├── galveston-full-model-plot-1.svg │ ├── galveston-full-predict-plot-1.svg │ ├── galveston-trends-by-month-1.svg │ ├── gam-check-aggregated-lark-1.svg │ ├── gam_check_norm4-1.svg │ ├── gam_check_plots1-1.svg │ ├── gam_check_plots2-1.svg │ ├── gam_check_plots3-1.svg │ ├── hadcrtemp-plot-gam-1.svg │ ├── hadcrut-temp-example-1.svg │ ├── hadcrut-temp-penalty-1.svg │ ├── hadcrut-temp-polynomial-1.svg │ ├── misspecify-1.svg │ ├── setup-confint-example-1.svg │ ├── shrinkage-example-plot-1.svg │ ├── shrinkage-example-truth-1.svg │ ├── shrinkage-example-truth-2-1.svg │ └── sims_plot-1.svg ├── libs └── remark-css │ └── default.css ├── macros.js ├── resources ├── NSERC_C.svg ├── basis-fun-anim.gif ├── cross-validated.png ├── galveston-animation.gif ├── gam-crs-animation.gif ├── remlgcv.png ├── rob-potter-398564.jpg ├── spline-anim.gif ├── tradeoff-slider.png └── wiggly-things.png └── slides.css /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/.gitignore -------------------------------------------------------------------------------- /.here: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/LICENSE -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/Makefile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/README.md -------------------------------------------------------------------------------- /data/gbtemp.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/data/gbtemp.csv -------------------------------------------------------------------------------- /gam-intro.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro.R -------------------------------------------------------------------------------- /gam-intro.Rmd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro.Rmd -------------------------------------------------------------------------------- /gam-intro.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro.html -------------------------------------------------------------------------------- /gam-intro_files/figure-html/appraise-gam-check-example-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/appraise-gam-check-example-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/basis-functions-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/basis-functions-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/birds-2-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/birds-2-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/co2-example-2-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/co2-example-2-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/co2-example-5-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/co2-example-5-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/co2-example-9-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/co2-example-9-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/example-data-figure-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/example-data-figure-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/galveston-full-model-draw-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/galveston-full-model-draw-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/galveston-full-model-plot-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/galveston-full-model-plot-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/galveston-full-predict-plot-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/galveston-full-predict-plot-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/galveston-trends-by-month-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/galveston-trends-by-month-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/gam-check-aggregated-lark-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/gam-check-aggregated-lark-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/gam_check_norm4-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/gam_check_norm4-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/gam_check_plots1-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/gam_check_plots1-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/gam_check_plots2-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/gam_check_plots2-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/gam_check_plots3-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/gam_check_plots3-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/hadcrtemp-plot-gam-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/hadcrtemp-plot-gam-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/hadcrut-temp-example-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/hadcrut-temp-example-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/hadcrut-temp-penalty-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/hadcrut-temp-penalty-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/hadcrut-temp-polynomial-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/hadcrut-temp-polynomial-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/misspecify-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/misspecify-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/setup-confint-example-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/setup-confint-example-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/shrinkage-example-plot-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/shrinkage-example-plot-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/shrinkage-example-truth-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/shrinkage-example-truth-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/shrinkage-example-truth-2-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/shrinkage-example-truth-2-1.svg -------------------------------------------------------------------------------- /gam-intro_files/figure-html/sims_plot-1.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/gam-intro_files/figure-html/sims_plot-1.svg -------------------------------------------------------------------------------- /libs/remark-css/default.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/libs/remark-css/default.css -------------------------------------------------------------------------------- /macros.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/macros.js -------------------------------------------------------------------------------- /resources/NSERC_C.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/NSERC_C.svg -------------------------------------------------------------------------------- /resources/basis-fun-anim.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/basis-fun-anim.gif -------------------------------------------------------------------------------- /resources/cross-validated.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/cross-validated.png -------------------------------------------------------------------------------- /resources/galveston-animation.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/galveston-animation.gif -------------------------------------------------------------------------------- /resources/gam-crs-animation.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/gam-crs-animation.gif -------------------------------------------------------------------------------- /resources/remlgcv.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/remlgcv.png -------------------------------------------------------------------------------- /resources/rob-potter-398564.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/rob-potter-398564.jpg -------------------------------------------------------------------------------- /resources/spline-anim.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/spline-anim.gif -------------------------------------------------------------------------------- /resources/tradeoff-slider.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/tradeoff-slider.png -------------------------------------------------------------------------------- /resources/wiggly-things.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/resources/wiggly-things.png -------------------------------------------------------------------------------- /slides.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gavinsimpson/intro-gam-webinar-2020/HEAD/slides.css --------------------------------------------------------------------------------