Graphics¶
Goodness of Fit Plots¶
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Q-Q plot of the quantiles of x versus the quantiles/ppf of a distribution. |
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Plot a reference line for a qqplot. |
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Q-Q Plot of two samples’ quantiles. |
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Q-Q and P-P Probability Plots |
Boxplots¶
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Make a violin plot of each dataset in the data sequence. |
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Make a bean plot of each dataset in the data sequence. |
Correlation Plots¶
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Plot correlation of many variables in a tight color grid. |
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Create a grid of correlation plots. |
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Create a grid of scatter plots with confidence ellipses. |
Functional Plots¶
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High Density Region boxplot |
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Plot functional boxplot. |
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Create a rainbow plot for a set of curves. |
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Calculate the band depth for a set of functional curves. |
Regression Plots¶
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Plot fit against one regressor. |
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Plot regression results against one regressor. |
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Plot partial regression for a single regressor. |
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Plot partial regression for a set of regressors. |
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Plot CCPR against one regressor. |
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Generate CCPR plots against a set of regressors, plot in a grid. |
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Produces a CERES (Conditional Expectation Partial Residuals) plot for a fitted regression model. |
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Plot a line given an intercept and slope. |
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Plot of influence in regression. |
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Plots leverage statistics vs. |
Time Series Plots¶
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Plot the autocorrelation function |
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Plot the partial autocorrelation function |
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Seasonal plot of monthly data |
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Seasonal plot of quarterly data |
Other Plots¶
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Interaction plot for factor level statistics. |
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Create a mosaic plot from a contingency table. |
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Tukey’s Mean Difference Plot. |