Packages and Functions for 'CourseKata' Courses

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Documentation for package ‘coursekata’ version 0.21.0

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Ames Ames, Iowa housing data
b Extract estimates/statistics from a model
b0 Extract estimates/statistics from a model
b1 Extract estimates/statistics from a model
class_data Generated "class data" for exploring pairwise tests
coursekata_attach Attach the CourseKata course packages
coursekata_install Install or update all CourseKata packages.
coursekata_load_theme Utility function for loading all themes.
coursekata_packages List all CourseKata course packages
coursekata_palette The color palettes used in our theme system
coursekata_palette_provider Create a function that provides a colorblind palette.
coursekata_repos Get repositories for the packages.
coursekata_unload_theme Restore the caller's plotting settings
coursekata_update Install or update all CourseKata packages.
er Emergency room canine therapy
estimate_extraction Extract estimates/statistics from a model
f Extract estimates/statistics from a model
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.
fitstats Test the fit of a model on a train and test set.
fit_stats Test the fit of a model on a train and test set.
fVal Extract estimates/statistics from a model
game_data Simulated math game data.
GeomCutoff Draw short cutoff stems inside a panel
GeomModel Draw the representation produced by 'StatModel'
GeomResid Draw a residual as a segment from a prediction to an observation
GeomSquareplot Draw one countable rectangle per observation
GeomSquareResid Draw a residual as the square it would make
geom_b Annotate model coefficients with ggplot2
geom_cutoff Draw short cutoff stems inside a panel
geom_model Draw fitted and implied models with ggplot2
geom_reduce Residual and reduction layers for ggplot2
geom_resid Residual and reduction layers for ggplot2
geom_squareplot Draw a countable squareplot layer
geom_square_reduce Residual and reduction layers for ggplot2
geom_square_resid Residual and reduction layers for ggplot2
gf_b Annotate a model's coefficients on a plot
gf_coef Annotate a model's coefficients on a plot
gf_model Add a model to a plot
gf_reduce Add Reduction Lines to a Plot
gf_resid Add Residual Lines to a Plot
gf_resid_fun Add Residual Lines from a Function to a Plot
gf_sd_ruler Add a Standard Deviation Ruler to a Plot
gf_squareduce Add Squared Reduction Visualization to a Plot
gf_squareplot Countable-Rectangle Histogram
gf_squaresid Add Squared Residual Visualization to a Plot
gf_square_reduce Add Squared Reduction Visualization to a Plot
gf_square_resid Add Squared Residual Visualization to a Plot
gf_square_resid_fun Add Squared Residual Visualization from a Function to a Plot
GuideCutoff Draw cutoff anchors as a measured position guide
GuideDgp Draw a data-generating-process frame as a position guide
guide_cutoff Draw cutoff anchors as a measured position guide
guide_dgp Draw a data-generating-process frame as a position guide
lower Find a percentage of a distribution
middle Find a percentage of a distribution
outer Find a percentage of a distribution
p Extract estimates/statistics from a model
penguins A modified form of the 'palmerpenguins::penguins' data set.
PRE Extract estimates/statistics from a model
pre Extract estimates/statistics from a model
scale_discrete_coursekata A discrete color scale constructor with colorblind-safe palettes.
show_cutoffs Add Cutoff Markers to a Distribution
show_dgp Frame a Sampling Distribution With Its Data Generating Process
show_mean Mark a Distribution's Mean
Smallville Simulated housing data
split_data Split data into train and test sets.
StatCutoff Compute a distribution part's empirical cutoffs, per panel
StatDistMean Compute a distribution's mean, per panel
StatModel Compute the model represented by a layer
StatReduce Carry reduction endpoints alongside their observations
StatResid Carry a prediction alongside the observation it belongs to
StatSdRuler Compute a panel's standard deviation ruler
StatSquareplot Bin observations the way 'ggplot2::stat_bin()' does
stat_cutoff Compute a distribution part's empirical cutoffs, per panel
stat_dist_mean Compute a distribution's mean, per panel
stat_model Draw fitted and implied models with ggplot2
stat_reduce Residual and reduction layers for ggplot2
stat_resid Residual and reduction layers for ggplot2
stat_sd_ruler Compute a panel's standard deviation ruler
stat_squareplot Draw a countable squareplot layer
Survey Students at a university were asked to enter a random number between 1-20 into a survey.
Tables Tables data
tails Find a percentage of a distribution
theme_coursekata A simple theme built on top of 'ggplot2::theme_bw'
TipExperiment Data from an experiment about smiley faces and tips
tip_exp Simulated data for an experiment about smiley faces and tips
upper Find a percentage of a distribution
World Data on countries from the Happy Planet Index project.