# A Unified Toolkit for Visualising Statistical Models and Data

## Documentation for package ‘depictr’ version 0.3.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## 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