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  "Description": "Implements the Changes-in-Changes (CIC) estimator of Athey\nand Imbens (2006) <doi:10.1111/j.1468-0262.2006.00668.x>\ncombined with synthetic control methods. Provides nonparametric\nestimation of the entire counterfactual distribution of\noutcomes for a treated group, allowing evaluation of average,\nquantile, and distributional treatment effects. Synthetic\ncontrol weights are constructed via elastic net regularization\nto handle settings with many potential control units.",
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      "page": "check_data",
      "title": "Validate CIC Input Data",
      "topics": [
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      ]
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      "title": "Check Support Condition",
      "topics": [
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      ]
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      "page": "cic",
      "title": "Changes-in-Changes Estimator",
      "topics": [
        "cic"
      ]
    },
    {
      "page": "loo_donors",
      "title": "Leave-One-Out Donor Analysis",
      "topics": [
        "loo_donors"
      ]
    },
    {
      "page": "plot_distributions",
      "title": "Plot Counterfactual Distribution",
      "topics": [
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      ]
    },
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      "page": "plot_qq",
      "title": "Q-Q Plot of Treated vs Synthetic Control (Pre-treatment)",
      "topics": [
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      ]
    },
    {
      "page": "plot_qte",
      "title": "Plot Quantile Treatment Effects",
      "topics": [
        "plot_qte"
      ]
    },
    {
      "page": "plot.sc_cic",
      "title": "Plot Pre-treatment Fit for SC-CIC",
      "topics": [
        "plot.sc_cic"
      ]
    },
    {
      "page": "quantile_te",
      "title": "Compute Quantile Treatment Effects",
      "topics": [
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      ]
    },
    {
      "page": "sc_cic",
      "title": "Synthetic Control Changes-in-Changes Estimator",
      "topics": [
        "sc_cic"
      ]
    },
    {
      "page": "sc_weights",
      "title": "Extract Synthetic Control Weights",
      "topics": [
        "sc_weights"
      ]
    },
    {
      "page": "sensitivity_alpha",
      "title": "Sensitivity Analysis for SC-CIC",
      "topics": [
        "sensitivity_alpha"
      ]
    },
    {
      "page": "simulate_sccic",
      "title": "Simulation Study for SC-CIC",
      "topics": [
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      ]
    },
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      "title": "Summarize simulation results",
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      "title": "Introduction to sccic",
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        "Example 1: Standard CIC",
        "Example 2: SC-CIC",
        "Bootstrap standard errors",
        "References"
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