From 9f23e1599d69df3cf6aa5db9481af99a02ec2007 Mon Sep 17 00:00:00 2001 From: John Benninghoff Date: Tue, 30 Apr 2024 16:10:11 -0500 Subject: [PATCH 1/6] Bump version --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 5e4335b..d77c779 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: rtraining Title: R Training -Version: 1.2.2 +Version: 1.2.2.9000 Authors@R: person("John", "Benninghoff", , "jbenninghoff@mac.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-6230-4742")) From cd66c8f7639c95dbe95847c134d8a70b15687646 Mon Sep 17 00:00:00 2001 From: John Benninghoff Date: Tue, 30 Apr 2024 16:38:22 -0500 Subject: [PATCH 2/6] Add Constraints vs Performance notebook --- NEWS.md | 4 ++++ analysis/constraints.Rmd | 46 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 50 insertions(+) create mode 100644 analysis/constraints.Rmd diff --git a/NEWS.md b/NEWS.md index 3b19c97..5c47464 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,7 @@ +# rtraining 1.2.3 + +* Added Constraints vs Performance: Visualizations exploring the use of constraints vs performance improvements in risk management. + # rtraining 1.2.2 * Updated for R 4.4.0 diff --git a/analysis/constraints.Rmd b/analysis/constraints.Rmd new file mode 100644 index 0000000..3b86091 --- /dev/null +++ b/analysis/constraints.Rmd @@ -0,0 +1,46 @@ +--- +title: "Constraints vs Performance" +author: "John Benninghoff" +date: '2024-04-30' +date-modified: '2024-04-30' +categories: notes +order: 107 +output: + html_notebook: + theme: + version: 5 + preset: bootstrap + css: assets/extra.css + pandoc_args: --shift-heading-level-by=1 + toc: yes + toc_float: + collapsed: no + smooth_scroll: no +--- + +Visualizations exploring the use of constraints vs performance improvements in risk management. + +# Questions/TODO + +- [ ] Questions/TODO list here + +```{r setup, message = FALSE, warning = FALSE} +library(ggplot2) +library(jbplot) +``` + +# Normal Performance + +Replicate a version of Figure 9 from the +[Safety-II White Paper](https://www.england.nhs.uk/signuptosafety/wp-content/uploads/sites/16/2015/10/safety-1-safety-2-whte-papr.pdf), +with help from : + +```{r fig9} +ggplot(data.frame(x = c(-3, 3)), aes(x)) + + stat_function(fun = dnorm, geom = "line") + + stat_function(fun = dnorm, geom = "area", fill = "red", xlim = c(-3, -2)) + + scale_x_continuous(breaks = -3:3, minor_breaks = NULL) + + labs(x = NULL, y = NULL) + + theme_quo(minor.y = FALSE) + + theme(axis.text.y = element_blank()) +``` From 864cf75830f221d7b9589a04b7cf28ef2fed635d Mon Sep 17 00:00:00 2001 From: John Benninghoff Date: Tue, 30 Apr 2024 21:45:16 -0500 Subject: [PATCH 3/6] Add constraint and performance comparison --- analysis/constraints.Rmd | 96 +++++++++++++++++++++++++++++++++++++--- 1 file changed, 90 insertions(+), 6 deletions(-) diff --git a/analysis/constraints.Rmd b/analysis/constraints.Rmd index 3b86091..f732892 100644 --- a/analysis/constraints.Rmd +++ b/analysis/constraints.Rmd @@ -27,6 +27,9 @@ Visualizations exploring the use of constraints vs performance improvements in r ```{r setup, message = FALSE, warning = FALSE} library(ggplot2) library(jbplot) + +xmin <- -5 +xmax <- 5 ``` # Normal Performance @@ -35,12 +38,93 @@ Replicate a version of Figure 9 from the [Safety-II White Paper](https://www.england.nhs.uk/signuptosafety/wp-content/uploads/sites/16/2015/10/safety-1-safety-2-whte-papr.pdf), with help from : -```{r fig9} -ggplot(data.frame(x = c(-3, 3)), aes(x)) + - stat_function(fun = dnorm, geom = "line") + - stat_function(fun = dnorm, geom = "area", fill = "red", xlim = c(-3, -2)) + +```{r background} +background <- ggplot(data.frame(x = c(xmin, xmax)), aes(x)) + scale_x_continuous(breaks = -3:3, minor_breaks = NULL) + labs(x = NULL, y = NULL) + - theme_quo(minor.y = FALSE) + - theme(axis.text.y = element_blank()) + theme_quo(minor.y = FALSE) + +baseline <- stat_function(fun = dnorm, geom = "line") +bad <- stat_function(fun = dnorm, geom = "area", fill = "red", xlim = c(xmin, -2)) + +background + bad + baseline +``` + +The plot above shows "bad" outcomes in red. Let's add in "good" outcomes (>1) in green: + +```{r good} +good <- stat_function(fun = dnorm, geom = "area", fill = "green", xlim = c(1, xmax)) + +background + bad + good + baseline +``` + +# Constrained Performance + +One way of reducing "bad" outcomes is by constraining performance - reducing the standard +deviation. + +```{r constrained} +constrained <- stat_function(fun = dnorm, args = list(sd = 0.7), geom = "line", color = "blue") +taller <- scale_y_continuous(limits = c(0, 0.6)) + +background + + stat_function( + fun = dnorm, args = list(sd = 0.7), geom = "area", fill = "red", xlim = c(xmin, -2) + ) + + stat_function( + fun = dnorm, args = list(sd = 0.7), geom = "area", fill = "green", xlim = c(1, xmax) + ) + + constrained + + taller +``` + +Plotting both on the same grid shows the reduction in both "bad" and "good" outcomes: + +```{r overlay} +background + + bad + + good + + baseline + + constrained + + taller +``` + +# Improved Performance + +Another way of reducing bad outcomes is by improving performance - shifting the mean. + +```{r performance} +performance <- stat_function(fun = dnorm, args = list(mean = 1), geom = "line", color = "blue") +improved <- stat_function( + fun = dnorm, args = list(mean = 1), geom = "area", fill = "green", xlim = c(1, xmax) +) + +background + + stat_function( + fun = dnorm, args = list(mean = 1), geom = "area", fill = "red", xlim = c(xmin, -2) + ) + + improved + + performance +``` + +Plotting both together shows a reduction in "bad" and an increase in "good" outcomes: + +```{r overlay_perf} +background + + bad + + improved + + baseline + + performance +``` + +Comparing all three: + +```{r overlay_all} +background + + bad + + improved + + baseline + + constrained + + performance + + taller ``` From 6182765c9ea1bacbf23d7a7150717c6ff1561183 Mon Sep 17 00:00:00 2001 From: John Benninghoff Date: Wed, 1 May 2024 15:24:36 -0500 Subject: [PATCH 4/6] Export plots to 16:9 PNG --- analysis/constraints.Rmd | 25 ++++++++++++++++++++++--- 1 file changed, 22 insertions(+), 3 deletions(-) diff --git a/analysis/constraints.Rmd b/analysis/constraints.Rmd index f732892..c149795 100644 --- a/analysis/constraints.Rmd +++ b/analysis/constraints.Rmd @@ -27,9 +27,7 @@ Visualizations exploring the use of constraints vs performance improvements in r ```{r setup, message = FALSE, warning = FALSE} library(ggplot2) library(jbplot) - -xmin <- -5 -xmax <- 5 +library(fs) ``` # Normal Performance @@ -39,6 +37,13 @@ Replicate a version of Figure 9 from the with help from : ```{r background} +xmin <- -5 +xmax <- 5 + +save_png <- function(filename) { + ggsave(filename = path("rendered", filename), width = 16 * 0.6, height = 9 * 0.6, bg = "white") +} + background <- ggplot(data.frame(x = c(xmin, xmax)), aes(x)) + scale_x_continuous(breaks = -3:3, minor_breaks = NULL) + labs(x = NULL, y = NULL) + @@ -48,6 +53,8 @@ baseline <- stat_function(fun = dnorm, geom = "line") bad <- stat_function(fun = dnorm, geom = "area", fill = "red", xlim = c(xmin, -2)) background + bad + baseline + +save_png("01-baseline-bad.png") ``` The plot above shows "bad" outcomes in red. Let's add in "good" outcomes (>1) in green: @@ -56,6 +63,8 @@ The plot above shows "bad" outcomes in red. Let's add in "good" outcomes (>1) in good <- stat_function(fun = dnorm, geom = "area", fill = "green", xlim = c(1, xmax)) background + bad + good + baseline + +save_png("02-baseline-bad-good.png") ``` # Constrained Performance @@ -76,6 +85,8 @@ background + ) + constrained + taller + +save_png("03-constrained.png") ``` Plotting both on the same grid shows the reduction in both "bad" and "good" outcomes: @@ -87,6 +98,8 @@ background + baseline + constrained + taller + +save_png("04-baseline-constrained.png") ``` # Improved Performance @@ -105,6 +118,8 @@ background + ) + improved + performance + +save_png("05-improved.png") ``` Plotting both together shows a reduction in "bad" and an increase in "good" outcomes: @@ -115,6 +130,8 @@ background + improved + baseline + performance + +save_png("06-baseline-improved.png") ``` Comparing all three: @@ -127,4 +144,6 @@ background + constrained + performance + taller + +save_png("07-baseline-constrained-improved.png") ``` From 67464f252ccfd411231fbc787cdc246e1f200b31 Mon Sep 17 00:00:00 2001 From: John Benninghoff Date: Wed, 1 May 2024 15:27:20 -0500 Subject: [PATCH 5/6] GitHub release 1.2.3 --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index d77c779..1e654e1 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: rtraining Title: R Training -Version: 1.2.2.9000 +Version: 1.2.3 Authors@R: person("John", "Benninghoff", , "jbenninghoff@mac.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-6230-4742")) From 9cdcac8134fae6c7f9a4aba8a1295824f848e6eb Mon Sep 17 00:00:00 2001 From: John Benninghoff Date: Wed, 1 May 2024 15:27:55 -0500 Subject: [PATCH 6/6] build_quarto_site(unfreeze = FALSE) for release 1.2.3 --- README.md | 4 + .../constraints/execute-results/html.json | 17 + .../constraints/figure-html/background-1.png | Bin 0 -> 74720 bytes .../constraints/figure-html/constrained-1.png | Bin 0 -> 65698 bytes .../constraints/figure-html/good-1.png | Bin 0 -> 74848 bytes .../constraints/figure-html/overlay-1.png | Bin 0 -> 89951 bytes .../constraints/figure-html/overlay_all-1.png | Bin 0 -> 110302 bytes .../figure-html/overlay_perf-1.png | Bin 0 -> 102217 bytes .../constraints/figure-html/performance-1.png | Bin 0 -> 72003 bytes docs/LICENSE.html | 6 + docs/NEWS.html | 15 +- docs/TODO.html | 6 + docs/analysis/FaultTree.html | 6 + docs/analysis/advanced-r-1.html | 12 +- docs/analysis/advanced-r-2.html | 6 + docs/analysis/advanced-r-3.html | 6 + docs/analysis/advanced-r-4.html | 6 + docs/analysis/cond-prob.html | 6 + docs/analysis/constraints.html | 1084 +++++++++++++++++ .../figure-html/background-1.png | Bin 0 -> 74720 bytes .../figure-html/constrained-1.png | Bin 0 -> 65698 bytes .../constraints_files/figure-html/good-1.png | Bin 0 -> 74848 bytes .../figure-html/overlay-1.png | Bin 0 -> 89951 bytes .../figure-html/overlay_all-1.png | Bin 0 -> 110302 bytes .../figure-html/overlay_perf-1.png | Bin 0 -> 102217 bytes .../figure-html/performance-1.png | Bin 0 -> 72003 bytes docs/analysis/ggplot2-1.html | 6 + docs/analysis/ggplot2-2.html | 6 + docs/analysis/ggplot2-3.html | 6 + docs/analysis/ggplot2-4.html | 6 + docs/analysis/ggplot2-5.html | 6 + docs/analysis/hockey-cards.html | 12 +- docs/analysis/r-books.html | 6 + docs/analysis/r-setup-log.html | 6 + docs/analysis/r-training-log.html | 6 + docs/analysis/using-Rcpp.html | 6 + docs/changelog.html | 15 +- docs/index.html | 59 +- docs/index.xml | 575 ++++++++- docs/listings.json | 1 + docs/search.json | 96 +- docs/sitemap.xml | 12 +- 42 files changed, 1958 insertions(+), 40 deletions(-) create mode 100644 _freeze/analysis/constraints/execute-results/html.json create mode 100644 _freeze/analysis/constraints/figure-html/background-1.png create mode 100644 _freeze/analysis/constraints/figure-html/constrained-1.png create mode 100644 _freeze/analysis/constraints/figure-html/good-1.png create mode 100644 _freeze/analysis/constraints/figure-html/overlay-1.png create mode 100644 _freeze/analysis/constraints/figure-html/overlay_all-1.png create mode 100644 _freeze/analysis/constraints/figure-html/overlay_perf-1.png create mode 100644 _freeze/analysis/constraints/figure-html/performance-1.png create mode 100644 docs/analysis/constraints.html create mode 100644 docs/analysis/constraints_files/figure-html/background-1.png create mode 100644 docs/analysis/constraints_files/figure-html/constrained-1.png create mode 100644 docs/analysis/constraints_files/figure-html/good-1.png create mode 100644 docs/analysis/constraints_files/figure-html/overlay-1.png create mode 100644 docs/analysis/constraints_files/figure-html/overlay_all-1.png create mode 100644 docs/analysis/constraints_files/figure-html/overlay_perf-1.png create mode 100644 docs/analysis/constraints_files/figure-html/performance-1.png diff --git a/README.md b/README.md index dfa376c..79f560a 100644 --- a/README.md +++ b/README.md @@ -58,6 +58,10 @@ Notebooks in this package: inspired by a 2015 blog [post](https://statmodeling.stat.columbia.edu/2015/07/09/hey-guess-what-there-really-is-a-hot-hand/) on the hot hand. +- [Constraints vs + Performance](https://jabenninghoff.github.io/rtraining/analysis/constraints.html) + (2024-04-30): Visualizations exploring the use of constraints vs + performance improvements in risk management. - [ggplot2 (Getting started)](https://jabenninghoff.github.io/rtraining/analysis/ggplot2-1.html) (2022-11-20): Workbook for completing quizzes and exercises from the diff --git a/_freeze/analysis/constraints/execute-results/html.json b/_freeze/analysis/constraints/execute-results/html.json new file mode 100644 index 0000000..39a5da2 --- /dev/null +++ b/_freeze/analysis/constraints/execute-results/html.json @@ -0,0 +1,17 @@ +{ + "hash": "aba248afd6fb391afb3f2368db154646", + "result": { + "engine": "knitr", + "markdown": "---\ntitle: \"Constraints vs Performance\"\nauthor: \"John Benninghoff\"\ndate: '2024-04-30'\ndate-modified: '2024-04-30'\ncategories: notes\norder: 107\noutput:\n html_notebook:\n theme:\n version: 5\n preset: bootstrap\n css: assets/extra.css\n pandoc_args: --shift-heading-level-by=1\n toc: yes\n toc_float:\n collapsed: no\n smooth_scroll: no\n---\n\n\nVisualizations exploring the use of constraints vs performance improvements in risk management.\n\n# Questions/TODO\n\n- [ ] Questions/TODO list here\n\n\n::: {.cell}\n\n```{.r .cell-code}\nlibrary(ggplot2)\nlibrary(jbplot)\nlibrary(fs)\n```\n:::\n\n\n# Normal Performance\n\nReplicate a version of Figure 9 from the\n[Safety-II White Paper](https://www.england.nhs.uk/signuptosafety/wp-content/uploads/sites/16/2015/10/safety-1-safety-2-whte-papr.pdf),\nwith help from :\n\n\n::: {.cell}\n\n```{.r .cell-code}\nxmin <- -5\nxmax <- 5\n\nsave_png <- function(filename) {\n ggsave(filename = path(\"rendered\", filename), width = 16 * 0.6, height = 9 * 0.6, bg = \"white\")\n}\n\nbackground <- ggplot(data.frame(x = c(xmin, xmax)), aes(x)) +\n scale_x_continuous(breaks = -3:3, minor_breaks = NULL) +\n labs(x = NULL, y = NULL) +\n theme_quo(minor.y = FALSE)\n\nbaseline <- stat_function(fun = dnorm, geom = \"line\")\nbad <- stat_function(fun = dnorm, geom = \"area\", fill = \"red\", xlim = c(xmin, -2))\n\nbackground + bad + baseline\n```\n\n::: {.cell-output-display}\n![](constraints_files/figure-html/background-1.png){width=816}\n:::\n\n```{.r .cell-code}\nsave_png(\"01-baseline-bad.png\")\n```\n:::\n\n\nThe plot above shows \"bad\" outcomes in red. Let's add in \"good\" outcomes (>1) in green:\n\n\n::: {.cell}\n\n```{.r .cell-code}\ngood <- stat_function(fun = dnorm, geom = \"area\", fill = \"green\", xlim = c(1, xmax))\n\nbackground + bad + good + baseline\n```\n\n::: {.cell-output-display}\n![](constraints_files/figure-html/good-1.png){width=816}\n:::\n\n```{.r .cell-code}\nsave_png(\"02-baseline-bad-good.png\")\n```\n:::\n\n\n# Constrained Performance\n\nOne way of reducing \"bad\" outcomes is by constraining performance - reducing the standard\ndeviation.\n\n\n::: {.cell}\n\n```{.r .cell-code}\nconstrained <- stat_function(fun = dnorm, args = list(sd = 0.7), geom = \"line\", color = \"blue\")\ntaller <- scale_y_continuous(limits = c(0, 0.6))\n\nbackground +\n stat_function(\n fun = dnorm, args = list(sd = 0.7), geom = \"area\", fill = \"red\", xlim = c(xmin, -2)\n ) +\n stat_function(\n fun = dnorm, args = list(sd = 0.7), geom = \"area\", fill = \"green\", xlim = c(1, xmax)\n ) +\n constrained +\n taller\n```\n\n::: {.cell-output-display}\n![](constraints_files/figure-html/constrained-1.png){width=816}\n:::\n\n```{.r .cell-code}\nsave_png(\"03-constrained.png\")\n```\n:::\n\n\nPlotting both on the same grid shows the reduction in both \"bad\" and \"good\" outcomes:\n\n\n::: {.cell}\n\n```{.r .cell-code}\nbackground +\n bad +\n good +\n baseline +\n constrained +\n taller\n```\n\n::: {.cell-output-display}\n![](constraints_files/figure-html/overlay-1.png){width=816}\n:::\n\n```{.r .cell-code}\nsave_png(\"04-baseline-constrained.png\")\n```\n:::\n\n\n# Improved Performance\n\nAnother way of reducing bad outcomes is by improving performance - shifting the mean.\n\n\n::: {.cell}\n\n```{.r .cell-code}\nperformance <- stat_function(fun = dnorm, args = list(mean = 1), geom = \"line\", color = \"blue\")\nimproved <- stat_function(\n fun = dnorm, args = list(mean = 1), geom = \"area\", fill = \"green\", xlim = c(1, xmax)\n)\n\nbackground +\n stat_function(\n fun = dnorm, args = list(mean = 1), geom = \"area\", fill = \"red\", xlim = c(xmin, -2)\n ) +\n improved +\n performance\n```\n\n::: {.cell-output-display}\n![](constraints_files/figure-html/performance-1.png){width=816}\n:::\n\n```{.r .cell-code}\nsave_png(\"05-improved.png\")\n```\n:::\n\n\nPlotting both together shows a reduction in \"bad\" and an increase in \"good\" outcomes:\n\n\n::: {.cell}\n\n```{.r .cell-code}\nbackground +\n bad +\n improved +\n baseline +\n performance\n```\n\n::: {.cell-output-display}\n![](constraints_files/figure-html/overlay_perf-1.png){width=816}\n:::\n\n```{.r .cell-code}\nsave_png(\"06-baseline-improved.png\")\n```\n:::\n\n\nComparing all three:\n\n\n::: {.cell}\n\n```{.r .cell-code}\nbackground +\n bad +\n improved +\n baseline +\n constrained +\n performance +\n taller\n```\n\n::: {.cell-output-display}\n![](constraints_files/figure-html/overlay_all-1.png){width=816}\n:::\n\n```{.r .cell-code}\nsave_png(\"07-baseline-constrained-improved.png\")\n```\n:::\n", + "supporting": [ + 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  • Notebooks
  • -
    Categories
    All (16)
    advanced-r (4)
    exercises (9)
    ggplot2 (5)
    notes (6)
    reading (1)
    +
    Categories
    All (17)
    advanced-r (4)
    exercises (9)
    ggplot2 (5)
    notes (7)
    reading (1)
    @@ -583,7 +589,40 @@

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    +

    +

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    + + +
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    diff --git a/docs/index.xml b/docs/index.xml index e4bc44f..ab7f94a 100644 --- a/docs/index.xml +++ b/docs/index.xml @@ -11,7 +11,580 @@ My notes and experiences learning R and RStudio, bundled as an R package (work-in-progress), and published to GitHub Pages using Quarto. en-us quarto-1.4.553 -Wed, 17 Apr 2024 05:00:00 GMT +Tue, 30 Apr 2024 05:00:00 GMT + + Constraints vs Performance + John Benninghoff + https://jabenninghoff.github.io/rtraining/analysis/constraints.html + Visualizations exploring the use of constraints vs performance improvements in risk management.

    +
    +

    Questions/TODO

    +
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    • +
    +
    +
    library(ggplot2)
    +library(jbplot)
    +library(fs)
    +
    +
    +
    +

    Normal Performance

    +

    Replicate a version of Figure 9 from the Safety-II White Paper, with help from https://ggplot2tutor.com/tutorials/sampling_distributions:

    +
    +
    xmin <- -5
    +xmax <- 5
    +
    +save_png <- function(filename) {
    +  ggsave(filename = path("rendered", filename), width = 16 * 0.6, height = 9 * 0.6, bg = "white")
    +}
    +
    +background <- ggplot(data.frame(x = c(xmin, xmax)), aes(x)) +
    +  scale_x_continuous(breaks = -3:3, minor_breaks = NULL) +
    +  labs(x = NULL, y = NULL) +
    +  theme_quo(minor.y = FALSE)
    +
    +baseline <- stat_function(fun = dnorm, geom = "line")
    +bad <- stat_function(fun = dnorm, geom = "area", fill = "red", xlim = c(xmin, -2))
    +
    +background + bad + baseline
    +
    +
    +
    +

    +
    +
    +
    +
    save_png("01-baseline-bad.png")
    +
    +

    The plot above shows “bad” outcomes in red. Let’s add in “good” outcomes (>1) in green:

    +
    +
    good <- stat_function(fun = dnorm, geom = "area", fill = "green", xlim = c(1, xmax))
    +
    +background + bad + good + baseline
    +
    +
    +
    +

    +
    +
    +
    +
    save_png("02-baseline-bad-good.png")
    +
    +
    +
    +

    Constrained Performance

    +

    One way of reducing “bad” outcomes is by constraining performance - reducing the standard deviation.

    +
    +
    constrained <- stat_function(fun = dnorm, args = list(sd = 0.7), geom = "line", color = "blue")
    +taller <- scale_y_continuous(limits = c(0, 0.6))
    +
    +background +
    +  stat_function(
    +    fun = dnorm, args = list(sd = 0.7), geom = "area", fill = "red", xlim = c(xmin, -2)
    +  ) +
    +  stat_function(
    +    fun = dnorm, args = list(sd = 0.7), geom = "area", fill = "green", xlim = c(1, xmax)
    +  ) +
    +  constrained +
    +  taller
    +
    +
    +
    +

    +
    +
    +
    +
    save_png("03-constrained.png")
    +
    +

    Plotting both on the same grid shows the reduction in both “bad” and “good” outcomes:

    +
    +
    background +
    +  bad +
    +  good +
    +  baseline +
    +  constrained +
    +  taller
    +
    +
    +
    +

    +
    +
    +
    +
    save_png("04-baseline-constrained.png")
    +
    +
    +
    +

    Improved Performance

    +

    Another way of reducing bad outcomes is by improving performance - shifting the mean.

    +
    +
    performance <- stat_function(fun = dnorm, args = list(mean = 1), geom = "line", color = "blue")
    +improved <- stat_function(
    +  fun = dnorm, args = list(mean = 1), geom = "area", fill = "green", xlim = c(1, xmax)
    +)
    +
    +background +
    +  stat_function(
    +    fun = dnorm, args = list(mean = 1), geom = "area", fill = "red", xlim = c(xmin, -2)
    +  ) +
    +  improved +
    +  performance
    +
    +
    +
    +

    +
    +
    +
    +
    save_png("05-improved.png")
    +
    +

    Plotting both together shows a reduction in “bad” and an increase in “good” outcomes:

    +
    +
    background +
    +  bad +
    +  improved +
    +  baseline +
    +  performance
    +
    +
    +
    +

    +
    +
    +
    +
    save_png("06-baseline-improved.png")
    +
    +

    Comparing all three:

    +
    +
    background +
    +  bad +
    +  improved +
    +  baseline +
    +  constrained +
    +  performance +
    +  taller
    +
    +
    +
    +

    +
    +
    +
    +
    save_png("07-baseline-constrained-improved.png")
    +
    + + +
    + + ]]> + notes + https://jabenninghoff.github.io/rtraining/analysis/constraints.html + Tue, 30 Apr 2024 05:00:00 GMT + Hockey Cards Analysis John Benninghoff diff --git a/docs/listings.json b/docs/listings.json index 7b268ad..61133da 100644 --- a/docs/listings.json +++ b/docs/listings.json @@ -9,6 +9,7 @@ "/analysis/using-Rcpp.html", "/analysis/cond-prob.html", "/analysis/hockey-cards.html", + "/analysis/constraints.html", "/analysis/advanced-r-1.html", "/analysis/advanced-r-2.html", "/analysis/advanced-r-3.html", diff --git a/docs/search.json b/docs/search.json index 2d20300..894a40a 100644 --- a/docs/search.json +++ b/docs/search.json @@ -4,14 +4,21 @@ "href": "changelog.html", "title": "Changelog", "section": "", - "text": "Updated for R 4.4.0" + "text": "Added Constraints vs Performance: Visualizations exploring the use of constraints vs performance improvements in risk management." + }, + { + "objectID": "changelog.html#rtraining-1.2.3", + "href": "changelog.html#rtraining-1.2.3", + "title": "Changelog", + "section": "", + "text": "Added Constraints vs Performance: Visualizations exploring the use of constraints vs performance improvements in risk management." }, { "objectID": "changelog.html#rtraining-1.2.2", "href": "changelog.html#rtraining-1.2.2", "title": "Changelog", - "section": "", - "text": "Updated for R 4.4.0" + "section": "rtraining 1.2.2", + "text": "rtraining 1.2.2\n\nUpdated for R 4.4.0" }, { "objectID": "changelog.html#rtraining-1.2.1", @@ -1024,13 +1031,6 @@ "R Books" ] }, - { - "objectID": "LICENSE.html", - "href": "LICENSE.html", - "title": "MIT License", - "section": "", - "text": "MIT License\nCopyright (c) 2024 John Benninghoff\nPermission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:\nThe above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.\nTHE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE." - }, { "objectID": "analysis/hockey-cards.html", "href": "analysis/hockey-cards.html", @@ -1097,6 +1097,68 @@ "Hockey Cards Analysis" ] }, + { + "objectID": "LICENSE.html", + "href": "LICENSE.html", + "title": "MIT License", + "section": "", + "text": "MIT License\nCopyright (c) 2024 John Benninghoff\nPermission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:\nThe above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.\nTHE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE." + }, + { + "objectID": "analysis/constraints.html", + "href": "analysis/constraints.html", + "title": "Constraints vs Performance", + "section": "", + "text": "Visualizations exploring the use of constraints vs performance improvements in risk management.", + "crumbs": [ + "Changelog", + "Constraints vs Performance" + ] + }, + { + "objectID": "analysis/constraints.html#questionstodo", + "href": "analysis/constraints.html#questionstodo", + "title": "Constraints vs Performance", + "section": "Questions/TODO", + "text": "Questions/TODO\n\nQuestions/TODO list here\n\n\nlibrary(ggplot2)\nlibrary(jbplot)\nlibrary(fs)", + "crumbs": [ + "Changelog", + "Constraints vs Performance" + ] + }, + { + "objectID": "analysis/constraints.html#normal-performance", + "href": "analysis/constraints.html#normal-performance", + "title": "Constraints vs Performance", + "section": "Normal Performance", + "text": "Normal Performance\nReplicate a version of Figure 9 from the Safety-II White Paper, with help from https://ggplot2tutor.com/tutorials/sampling_distributions:\n\nxmin <- -5\nxmax <- 5\n\nsave_png <- function(filename) {\n ggsave(filename = path(\"rendered\", filename), width = 16 * 0.6, height = 9 * 0.6, bg = \"white\")\n}\n\nbackground <- ggplot(data.frame(x = c(xmin, xmax)), aes(x)) +\n scale_x_continuous(breaks = -3:3, minor_breaks = NULL) +\n labs(x = NULL, y = NULL) +\n theme_quo(minor.y = FALSE)\n\nbaseline <- stat_function(fun = dnorm, geom = \"line\")\nbad <- stat_function(fun = dnorm, geom = \"area\", fill = \"red\", xlim = c(xmin, -2))\n\nbackground + bad + baseline\n\n\n\n\n\n\n\nsave_png(\"01-baseline-bad.png\")\n\nThe plot above shows “bad” outcomes in red. Let’s add in “good” outcomes (>1) in green:\n\ngood <- stat_function(fun = dnorm, geom = \"area\", fill = \"green\", xlim = c(1, xmax))\n\nbackground + bad + good + baseline\n\n\n\n\n\n\n\nsave_png(\"02-baseline-bad-good.png\")", + "crumbs": [ + "Changelog", + "Constraints vs Performance" + ] + }, + { + "objectID": "analysis/constraints.html#constrained-performance", + "href": "analysis/constraints.html#constrained-performance", + "title": "Constraints vs Performance", + "section": "Constrained Performance", + "text": "Constrained Performance\nOne way of reducing “bad” outcomes is by constraining performance - reducing the standard deviation.\n\nconstrained <- stat_function(fun = dnorm, args = list(sd = 0.7), geom = \"line\", color = \"blue\")\ntaller <- scale_y_continuous(limits = c(0, 0.6))\n\nbackground +\n stat_function(\n fun = dnorm, args = list(sd = 0.7), geom = \"area\", fill = \"red\", xlim = c(xmin, -2)\n ) +\n stat_function(\n fun = dnorm, args = list(sd = 0.7), geom = \"area\", fill = \"green\", xlim = c(1, xmax)\n ) +\n constrained +\n taller\n\n\n\n\n\n\n\nsave_png(\"03-constrained.png\")\n\nPlotting both on the same grid shows the reduction in both “bad” and “good” outcomes:\n\nbackground +\n bad +\n good +\n baseline +\n constrained +\n taller\n\n\n\n\n\n\n\nsave_png(\"04-baseline-constrained.png\")", + "crumbs": [ + "Changelog", + "Constraints vs Performance" + ] + }, + { + "objectID": "analysis/constraints.html#improved-performance", + "href": "analysis/constraints.html#improved-performance", + "title": "Constraints vs Performance", + "section": "Improved Performance", + "text": "Improved Performance\nAnother way of reducing bad outcomes is by improving performance - shifting the mean.\n\nperformance <- stat_function(fun = dnorm, args = list(mean = 1), geom = \"line\", color = \"blue\")\nimproved <- stat_function(\n fun = dnorm, args = list(mean = 1), geom = \"area\", fill = \"green\", xlim = c(1, xmax)\n)\n\nbackground +\n stat_function(\n fun = dnorm, args = list(mean = 1), geom = \"area\", fill = \"red\", xlim = c(xmin, -2)\n ) +\n improved +\n performance\n\n\n\n\n\n\n\nsave_png(\"05-improved.png\")\n\nPlotting both together shows a reduction in “bad” and an increase in “good” outcomes:\n\nbackground +\n bad +\n improved +\n baseline +\n performance\n\n\n\n\n\n\n\nsave_png(\"06-baseline-improved.png\")\n\nComparing all three:\n\nbackground +\n bad +\n improved +\n baseline +\n constrained +\n performance +\n taller\n\n\n\n\n\n\n\nsave_png(\"07-baseline-constrained-improved.png\")", + "crumbs": [ + "Changelog", + "Constraints vs Performance" + ] + }, { "objectID": "analysis/cond-prob.html", "href": "analysis/cond-prob.html", @@ -1518,42 +1580,42 @@ { "objectID": "NEWS.html", "href": "NEWS.html", - "title": "rtraining 1.2.2", + "title": "rtraining 1.2.3", "section": "", - "text": "Updated for R 4.4.0" + "text": "Added Constraints vs Performance: Visualizations exploring the use of constraints vs performance improvements in risk management." }, { "objectID": "NEWS.html#new-features", "href": "NEWS.html#new-features", - "title": "rtraining 1.2.2", + "title": "rtraining 1.2.3", "section": "New Features", "text": "New Features\n\nmajor update: build-site has been replaced with an R function, build_analysis_site(), which retains all of the functionality of the old shell script. It is still considered Experimental, due to lack of test coverage and some features that are not implemented, but should work for projects with limited pkgdown customization. The update also includes a function to convert notebooks to html_document, to_document().\nbuild_analysis_site() will be migrated to rdev in a future release" }, { "objectID": "NEWS.html#new-content", "href": "NEWS.html#new-content", - "title": "rtraining 1.2.2", + "title": "rtraining 1.2.3", "section": "New Content", "text": "New Content\n\nR Setup Log: added notes on the package layout I use for “analysis” packages (will be converted to an rdev vignette in a future release)\nR Setup Log: added notes on my R Workflow\nR Training Log: updated with notes on my current book, R Packages" }, { "objectID": "NEWS.html#new-contentfeatures", "href": "NEWS.html#new-contentfeatures", - "title": "rtraining 1.2.2", + "title": "rtraining 1.2.3", "section": "New Content/Features", "text": "New Content/Features\n\nci(): run continuous integration tests locally: lint, R CMD check, and style (off by default).\ncheck_renv(): convenience function that runs renv status(), clean(), and optionally update() (on by default)." }, { "objectID": "NEWS.html#new-contentfeatures-1", "href": "NEWS.html#new-contentfeatures-1", - "title": "rtraining 1.2.2", + "title": "rtraining 1.2.3", "section": "New Content/Features", "text": "New Content/Features\n\nR Setup Log Notebook (r-setup-log.Rmd): My notes on my personal R setup\nminor updates to R Training Log\nstyle_all(): style all .R and .Rmd files in a project using styler\nlint_all(): lint all .R and .Rmd files in a project using lintr\nadd GitHub Actions for continuous integration testing" }, { "objectID": "NEWS.html#new-contentfeatures-2", "href": "NEWS.html#new-contentfeatures-2", - "title": "rtraining 1.2.2", + "title": "rtraining 1.2.3", "section": "New Content/Features", "text": "New Content/Features\n\nR Training Log Notebook (r-training-log.Rmd): Notes on learning R and RStudio\ntools/setup-r: shell script to install development packages to site repository on macOS + Homebrew\nbuild-site: build a website from a collection of R Notebooks (html_notebook) in notebooks/" }, diff --git a/docs/sitemap.xml b/docs/sitemap.xml index 1aded32..aaf1a6c 100644 --- a/docs/sitemap.xml +++ b/docs/sitemap.xml @@ -40,13 +40,17 @@ https://jabenninghoff.github.io/rtraining/analysis/r-books.html 2024-03-10T16:36:55.927Z + + https://jabenninghoff.github.io/rtraining/analysis/hockey-cards.html + 2024-04-17T19:28:12.437Z + https://jabenninghoff.github.io/rtraining/LICENSE.html - 2024-04-27T14:15:42.059Z + 2024-04-27T14:44:54.596Z - https://jabenninghoff.github.io/rtraining/analysis/hockey-cards.html - 2024-04-17T19:28:12.437Z + https://jabenninghoff.github.io/rtraining/analysis/constraints.html + 2024-05-01T20:19:42.807Z https://jabenninghoff.github.io/rtraining/analysis/cond-prob.html @@ -78,7 +82,7 @@ https://jabenninghoff.github.io/rtraining/NEWS.html - 2024-04-27T14:15:42.059Z + 2024-04-30T21:37:45.498Z https://jabenninghoff.github.io/rtraining/index.html

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