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Many graph styles

Graphic features

Regression fit graphs

  • Added-variable plots (partial-regression leverage plots)
  • Component-plus-residual plots (partial residual plots)
  • Augmented component-plus-residual plots (augmented partial-residual plots)
  • Leverage-versus-squared residual plots
  • Residual-versus-fitted plots
  • Residual-versus-predictor plots (independent variable plots)

Distributional diagnostic plots

  • Symmetry plots
  • Quantile plots
  • Quantile–normal plots
  • Normal probability plots
  • Quantile–chi-squared plots
  • Probability plots
  • Quantile–quantile plots
  • Cumulative-distribution plots
  • Ladder-of-powers plots
  • Spike plots and rootograms
  • Dotplots
  • Density-distribution sunflower plots

Margins plots, profile plots, and interaction plots

    Smoothing

    • Local polynomial
    • LOWESS
    • Robust nonlinear
    • Kernel density

    Item response theory

    • Item characteristic curve plots
    • Test characteristic curve plots
    • Item information function plots
    • Test information function plots

    Multivariate graphs

    • Biplots
    • Dendrograms
    • Shepard diagrams
    • Configuration plots
    • Correspondence analysis projection plots
    • Scree plots
    • Score and loading plots
    • Procrustes overlay plot

    Nonparametric regression conditional mean plots

    Quality control

    • c charts
    • p charts
    • R charts
    • X-bar charts
    • Shewhart charts
    • Standard-error bar charts

    Output formats

    • TIFF
    • PNG
    • SVG
    • PDF
    • PostScript
    • Encapsulated PostScript (EPS)
    • Encapsulated PostScript (EPS) with TIFF preview
    • Windows Metafile
    • Windows Enhanced Metafile
    • Export graphs to Excel files

    Symbols and multiple fonts

    • Unicode characters
    • Bold and italic
    • Serif and sans serif
    • Monospace and proportional
    • Greek letters
    • Mathematical symbols
    • Superscripts and subscripts

    Graph Editor

    • Add
    • Remove
    • Move
    • Modify
    • Record and apply edits to other graphs

    Meta-analysis

    Lasso

    • Cross-validation function
    • Path of coefficients
    • BIC function

    Bayesian graphs

    H2O machine learning graphs New

    • Individual conditional expectation plot
    • Partial dependence plot
    • Precision–recall curve plot
    • ROC curve plot
    • Score history plot
    • SHAP beeswarm plot
    • SHAP values plot for individual observations
    • Variable importance plot
    • Decision tree DOT file and display rule set

    Survival plots Updated

    • Kaplan–Meier survival curves
    • Nelson–Aalen cumulative hazard curves
    • Parametric fitted survival curves
    • Proportional hazard diagnostic curves
    • Goodness-of-fit plots

    Time-series graphs

    • Correlograms
    • Periodograms
    • Cumulative sample spectral density
    • Line plots
    • Range plots with lines
    • IRFS, dynamic-multiplier functions, and FEVDs

    Panel-data line plots

    • Graphs by panel
    • Overlaid panels

    Power, precision, and sample size

    • Automated and customizable
    • Comparative — multiple lines, subgraphs, or graphs

    Group sequential designs

    Causal inference/treatment effects

    • Effects plots after mediation
    • Treatment-effect decomposition
    • ATETs' coefficients plot
    • Aggregate heterogeneous ATETs
    • Overlap plots
    • Box plots for covariate balance
    • Density plots for covariate balance
    • Histogram of the IATE predictions New
    • Plot of the group average treatment effect (GATE) or sorted GATE (GATES) estimates New
    • Plot of the IATE function estimates New

    ROC analysis

    Additional resources

    See New in Stata 19 to learn about what was added in Stata 19.