FunctionsFunctions for estimating and plotting highest density regions and conditional density estimates |
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Box Cox Transformation |
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Conditional Density Estimation |
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Bandwidth calculation for conditional density estimation |
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Highest Density Regions |
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Bivariate Highest Density Regions |
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Highest Density Region Boxplots |
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Calculate highest density regions continously over some conditioned variable. |
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Density plot with Highest Density Regions |
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Highest Density Region Bandwidth |
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HDRs with confidence intervals |
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Scatterplot showing bivariate highest density regions |
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Plots conditional densities |
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Plot HDRs with confidence intervals |
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Nonparametric Multimodal Regression |
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DataData sets in the package |
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Daily maximum temperatures in Melbourne, Australia |
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Speed-Flow data for Californian Freeway |