Package: coursekata 0.21.0.9000

Adam Blake

coursekata: Packages and Functions for 'CourseKata' Courses

Easily install and load all packages and functions used in 'CourseKata' courses. Aid teaching with helper functions and augment generic functions to provide cohesion between the network of packages. Learn more about 'CourseKata' at <https://www.coursekata.org>.

Authors:Adam Blake [cre, aut], Ji Son [aut], Jim Stigler [aut], CourseKata [cph]

coursekata_0.21.0.9000.tar.gz
coursekata_0.21.0.9000.zip(r-4.7-any)coursekata_0.21.0.9000.zip(r-4.6-any)coursekata_0.21.0.9000.zip(r-4.5-any)
coursekata_0.21.0.9000.tgz(r-4.6-any)coursekata_0.21.0.9000.tgz(r-4.5-any)
coursekata_0.21.0.9000.tar.gz(r-4.7-any)coursekata_0.21.0.9000.tar.gz(r-4.6-any)
coursekata_0.21.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
coursekata/json (API)

# Install 'coursekata' in R:
install.packages('coursekata', repos = c('https://coursekata.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/coursekata/coursekata-r/issues

Pkgdown/docs site:https://coursekata.github.io

Datasets:
  • Ames - Ames, Iowa housing data
  • class_data - Generated "class data" for exploring pairwise tests
  • er - Emergency room canine therapy
  • fevdata - Forced Expiratory Volume (FEV) Data
  • Fingers - Data from introductory statistics students at a university.
  • FingersMessy - Raw data from introductory statistics students at a university.
  • game_data - Simulated math game data.
  • penguins - A modified form of the 'palmerpenguins::penguins' data set.
  • Smallville - Simulated housing data
  • Survey - Students at a university were asked to enter a random number between 1-20 into a survey.
  • Tables - Tables data
  • tip_exp - Simulated data for an experiment about smiley faces and tips
  • TipExperiment - Data from an experiment about smiley faces and tips
  • World - Data on countries from the Happy Planet Index project.

On CRAN:

Conda:

6.23 score 6 stars 706 scripts 542 downloads 74 exports 85 dependencies

Last updated from:a204736002. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK374
source / vignettesOK288
linux-releaseOK367
macos-releaseOK190
macos-oldrelOK229
windows-develOK320
windows-releaseOK240
windows-oldrelOK323
wasm-releaseOK180

Exports:bb0b1coursekata_attachcoursekata_installcoursekata_load_themecoursekata_packagescoursekata_palettecoursekata_palette_providercoursekata_reposcoursekata_unload_themecoursekata_updateffit_statsfitstatsfValgeom_bgeom_cutoffgeom_modelgeom_reducegeom_residgeom_square_reducegeom_square_residgeom_squareplotGeomCutoffGeomModelGeomResidGeomSquareplotGeomSquareResidgf_bgf_coefgf_modelgf_reducegf_residgf_resid_fungf_sd_rulergf_square_reducegf_square_residgf_square_resid_fungf_squareducegf_squareplotgf_squaresidguide_cutoffguide_dgpGuideCutoffGuideDgplowermiddleouterpprePREscale_discrete_coursekatashow_cutoffsshow_dgpshow_meansplit_datastat_cutoffstat_dist_meanstat_modelstat_reducestat_residstat_sd_rulerstat_squareplotStatCutoffStatDistMeanStatModelStatReduceStatResidStatSdRulerStatSquareplottailstheme_coursekataupper

Dependencies:base64encbitbit64bslibcachemclicliprcpp11crayondigestdplyrdslabsevaluatefarverfastmapfontawesomefontBitstreamVerafontLiberationfontquiverforcatsfsgdtoolsgenericsggformulaggiraphggplot2ggridgesgluegtablehavenhighrhmshtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglabelledlatticelifecyclelsrmagrittrMASSMatrixmemoiseMetricsmimemosaicmosaicCoremosaicDatapalmerpenguinspillarpkgconfigprettyunitsprogresspurrrR6rappdirsRColorBrewerRcppreadrremotesrlangrmarkdownS7sassscalesstringistringrsupernovasystemfontstibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevroomwithrxfunyaml

Readme and manuals

Help Manual

Help pageTopics
Ames, Iowa housing dataAmes
Generated "class data" for exploring pairwise testsclass_data
Attach the CourseKata course packagescoursekata_attach
Install or update all CourseKata packages.coursekata_install coursekata_update
Utility function for loading all themes.coursekata_load_theme
List all CourseKata course packagescoursekata_packages
The color palettes used in our theme systemcoursekata_palette
Create a function that provides a colorblind palette.coursekata_palette_provider
Get repositories for the packages.coursekata_repos
Restore the caller's plotting settingscoursekata_unload_theme
Emergency room canine therapyer
Extract estimates/statistics from a modelb b0 b1 estimate_extraction f fVal p PRE pre
Forced Expiratory Volume (FEV) Datafevdata
Data from introductory statistics students at a university.Fingers
Raw data from introductory statistics students at a university.FingersMessy
Test the fit of a model on a train and test set.fitstats fit_stats
Simulated math game data.game_data
Annotate model coefficients with ggplot2geom_b
Draw fitted and implied models with ggplot2geom_model stat_model
Residual and reduction layers for ggplot2geom_reduce geom_resid geom_square_reduce geom_square_resid stat_reduce stat_resid
Draw a countable squareplot layergeom_squareplot stat_squareplot
Draw short cutoff stems inside a panelGeomCutoff geom_cutoff
Draw the representation produced by 'StatModel'GeomModel
Draw a residual as a segment from a prediction to an observationGeomResid
Draw one countable rectangle per observationGeomSquareplot
Draw a residual as the square it would makeGeomSquareResid
Annotate a model's coefficients on a plotgf_b gf_coef
Add a model to a plotgf_model
Add Reduction Lines to a Plotgf_reduce
Add Residual Lines to a Plotgf_resid
Add Residual Lines from a Function to a Plotgf_resid_fun
Add a Standard Deviation Ruler to a Plotgf_sd_ruler
Add Squared Reduction Visualization to a Plotgf_squareduce gf_square_reduce
Add Squared Residual Visualization to a Plotgf_squaresid gf_square_resid
Add Squared Residual Visualization from a Function to a Plotgf_square_resid_fun
Countable-Rectangle Histogramgf_squareplot
Draw cutoff anchors as a measured position guideGuideCutoff guide_cutoff
Draw a data-generating-process frame as a position guideGuideDgp guide_dgp
Find a percentage of a distributionlower middle outer tails upper
A modified form of the 'palmerpenguins::penguins' data set.penguins
A discrete color scale constructor with colorblind-safe palettes.scale_discrete_coursekata
Add Cutoff Markers to a Distributionshow_cutoffs
Frame a Sampling Distribution With Its Data Generating Processshow_dgp
Mark a Distribution's Meanshow_mean
Simulated housing dataSmallville
Split data into train and test sets.split_data
Compute a distribution part's empirical cutoffs, per panelStatCutoff stat_cutoff
Compute a distribution's mean, per panelStatDistMean stat_dist_mean
Compute the model represented by a layerStatModel
Carry reduction endpoints alongside their observationsStatReduce
Carry a prediction alongside the observation it belongs toStatResid
Compute a panel's standard deviation rulerStatSdRuler stat_sd_ruler
Bin observations the way 'ggplot2::stat_bin()' doesStatSquareplot
Students at a university were asked to enter a random number between 1-20 into a survey.Survey
Tables dataTables
A simple theme built on top of 'ggplot2::theme_bw'theme_coursekata
Simulated data for an experiment about smiley faces and tipstip_exp
Data from an experiment about smiley faces and tipsTipExperiment
Data on countries from the Happy Planet Index project.World