A Unified Toolkit for Visualising Statistical Models and Data

Documentation for package ‘depictr’ version 0.3.0

Help Pages

acf_plot	Autocorrelation plot
arrange_plots	Compose several plots into one figure
binned_residual_plot	Binned-residual plot for a generalised linear model
calibration_plot	Calibration plot
check_figure	Audit a finished figure for accessibility and honesty
clinical_trial	Simulated two-arm clinical trial
cluster_plot	Cluster scatter plot
coefficient_plot	Forest (coefficient) plot
compare_models	Compare estimates from several models or sources
confusion_matrix_plot	Confusion matrix heatmap
correlation_heatmap	Plot a correlation matrix as a heatmap
crop_yield	Simulated crop-yield field trial
decompose_plot	Time-series decomposition plot
dendrogram_plot	Dendrogram
depictr_options	Get or set the depictr look-and-feel options
depictr_palette	The depictr colour palettes
dumbbell_plot	Dumbbell plot
ecdf_plot	Empirical cumulative distribution function (ECDF) plot
effects_plot	Plot predicted values for one predictor
estimation_plot	Gardner-Altman / Cumming estimation plot
explore_bivariate	Plot any pair of variables
explore_categorical	Bar chart of a categorical variable
explore_distribution	Plot the distribution of a variable
explore_pairs	Scatter-plot matrix
format_terms	Tidy raw coefficient names for display
frequentist_bayesian_plot	Plot frequentist and Bayesian estimates together
gain_plot	Cumulative gains chart
group_comparison_plot	Compare group means with confidence intervals
influence_plot	Influence plot
interaction_plot	Plot a two-way interaction of predicted values
k_diagnostic	Suggest a number of clusters
lexical_decision	Simulated lexical-decision experiment
lift_plot	Cumulative lift chart
missingness_map	Map the missing values in a data frame
model_fit_table	Goodness-of-fit statistics across models
model_report	A one-figure model report
monthly_sales	Simulated monthly sales time series
optimizer_fixef_plot	Plot fixed effects across optimisers
outlier_plot	Box / violin plot highlighting outliers
palette_preview	Preview the depictr palettes
palette_safety	Check that a palette stays distinguishable under each deficiency
pca_plot	PCA biplot
posterior_plot	Plot posterior distributions
power_curve_plot	Plot a power analysis curve
pr_curve_plot	Precision-recall curve
qq_plot	Normal quantile-quantile plot
raincloud_plot	Raincloud plot
random_effects_plot	Caterpillar plot of random effects
residual_diagnostics_plot	Residual-diagnostics panel for a fitted model
ridgeline_plot	Ridgeline plot
roc_curve_plot	ROC curve
save_plot	Save a plot with publication-ready defaults
scale_color_depictr	depictr colour and fill scales
scale_colour_depictr	depictr colour and fill scales
scale_fill_depictr	depictr colour and fill scales
scatter_trend	Scatter plot with a fitted trend
scree_plot	Scree plot
seasonal_plot	Seasonal-subseries (cycle) plot
silhouette_plot	Silhouette plot
simulate_cvd	Simulate how colours appear under a colour-vision deficiency
summary_table	A "Table 1" style descriptive summary
survival_plot	Kaplan-Meier survival plot
theme_depictr	The depictr ggplot2 theme
threshold_plot	Classification metrics versus decision threshold
tidy_estimates	Extract a tidy table of estimates
timeseries_plot	Time-series plot
ts_forecast	Forecast a seasonal series with STL plus seasonal-naive drift
vif_plot	Variance inflation factor plot
wellbeing_survey	Simulated wellbeing survey