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  "Title": "Quantile-on-Quantile Regression Analysis",
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  "Description": "Implements the Quantile-on-Quantile (QQ) regression\nmethodology developed by Sim and Zhou (2015)\n<doi:10.1016/j.jbankfin.2015.01.013>. QQ regression estimates\nthe effect that quantiles of one variable have on quantiles of\nanother, capturing the dependence between distributions. The\npackage provides functions for QQ regression estimation, 3D\nsurface visualization with 'MATLAB'-style color schemes ('Jet',\n'Viridis', 'Plasma'), heatmaps, contour plots, and quantile\ncorrelation analysis. Uses 'quantreg' for quantile regression\nand 'plotly' for interactive visualizations. Particularly\nuseful for examining relationships between financial variables,\noil prices, and stock returns under different market\nconditions.",
  "License": "GPL-3",
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  "Author": "Merwan Roudane [aut, cre, cph], Nicholas Sim [ctb] (Original\nmethodology developer), Hongtao Zhou [ctb] (Original\nmethodology developer)",
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    "plot_qq_heatmap",
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    "qq_export",
    "qq_regression",
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    {
      "page": "plot_qq_3d",
      "title": "3D Surface Plot for QQ Regression",
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    },
    {
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    {
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      "title": "Heatmap for QQ Regression",
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    {
      "page": "plot.qq_regression",
      "title": "Plot Method for qq_regression Objects",
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    },
    {
      "page": "print.qq_regression",
      "title": "Print Method for qq_regression Objects",
      "topics": [
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      ]
    },
    {
      "page": "qq_colorscales",
      "title": "Available Color Scales for QQ Regression Plots",
      "topics": [
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      ]
    },
    {
      "page": "qq_export",
      "title": "Export QQ Results to CSV",
      "topics": [
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      ]
    },
    {
      "page": "qq_regression",
      "title": "Quantile-on-Quantile Regression",
      "topics": [
        "qq_regression"
      ]
    },
    {
      "page": "qq_statistics",
      "title": "Summary Statistics for QQ Regression",
      "topics": [
        "qq_statistics"
      ]
    },
    {
      "page": "qq_to_matrix",
      "title": "Convert QQ Results to Matrix",
      "topics": [
        "qq_to_matrix"
      ]
    },
    {
      "page": "summary.qq_regression",
      "title": "Summary Method for qq_regression Objects",
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      "title": "Introduction to Quantile-on-Quantile Regression",
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        "Why Quantile-on-Quantile Regression?",
        "The Original Application: Oil Prices and Stock Returns",
        "Installation",
        "Quick Start",
        "Basic Usage",
        "Summary Statistics",
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        "Working with Results",
        "Extracting Results",
        "Exporting Results",
        "Customizing Quantile Grids",
        "Methodology Details",
        "The QQ Model",
        "Estimation",
        "Comparison with Standard Methods",
        "OLS vs Quantile Regression vs QQ",
        "When to Use QQ Regression",
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        "Session Info"
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