Correlation and regression

Correlation and regression#

Linear regression with confidence Band#

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ConfidenceBand

Left figure: Confidence Band

Anscombe example#

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Anscombe

Left figure: Anscombe

Faceted Scatter Plots: all in one plot#

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picFacetedScatterPlot1

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Faceted Scatter Plots: separate plots#

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picFacetedScatterPlot2

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Faceted Scatter Plots: futher subgrouping#

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picFacetedScatterPlot3

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Bubbleplot#

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picBubbleplot

Left figure: Bubble plot

Scatterplot with fancy formatting#

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picScatterplotAnnotation

Left figure: Scatterplot Annotation

Scatterplots with positive, negative and weak correlation: confidence ellipses#

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ConfidenceEllipse

Left figure: Confidence Ellipse

Scatterplot with confidence confidence ellipses at different standard deviations#

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ConfidenceEllipse2

Left figure: Confidence Ellipse 2

Hexagonal binned plot and marginal histograms (Seaborn)#

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pichexbin

Joint and marginal Kde (Seaborn)#

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picjoint_kde

Marginal ticks#

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picmarginal_ticks

Regression_marginals (Seaborn)#

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picregression_marginals

Pair grid with kde (Seaborn)#

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../_images/pair_grid_with_kde.svg

Figure: parametric plot of Kleins bottle. Camera angles are \(\theta=135^\circ\) and \(\phi = -12^\circ\). The C# code for the Klein bottle:

Scatterplot matrix (Seaborn)#

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../_images/scatterplot_matrix.svg

Figure: Scatterplot matrix (Seaborn)

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