[
  {
      "header":"Linear Regression Models",
      "id":"regression",
      "links":[
        {
          "text": "Ordinary Least Squares",
          "target": "notebooks/generated/ols.html",
          "img": "../_static/images/ols.png"
        },
        {
          "text": "Generalized Least Squares",
          "target": "notebooks/generated/gls.html",
          "img": "../_static/images/gls.png"
        },
        {
          "text": "Quantile Regression",
          "target": "notebooks/generated/quantile_regression.html",
          "img": "../_static/images/quantile_regression.png"
        },
        {
          "text": "Recursive Least Squares",
          "target": "notebooks/generated/recursive_ls.html",
          "img": "../_static/images/recursive_ls.png"
        },
        {
          "text": "Regression Diagnostics",
          "target": "notebooks/generated/regression_diagnostics.html",
          "img": "../_static/images/regression_diagnostics.png"
        },
        {
          "text": "Weighted Least Squares",
          "target": "notebooks/generated/wls.html",
          "img": "../_static/images/wls.png"
        },
        {
          "text": "Linear Mixed-Effects",
          "target": "notebooks/generated/mixed_lm_example.html",
          "img": "../_static/images/mixed_lm.png"
        }
        ]
  },
  {
    "header":"Plotting",
    "id":"plotting",
    "links":[
    {
        "text": "Regression Plots",
        "target": "notebooks/generated/regression_plots.html",
        "img": "../_static/images/regression_plots.png"
    },
    {
        "text": "Categorical Interactions",
        "target": "notebooks/generated/categorical_interaction_plot.html",
        "img": "../_static/images/categorical_interaction_plot.png"
    }
        ]

  },
  {
    "header": "Discrete Choice Models",
    "id":"discrete",
    "links":[
    {
        "text": "Getting Started",
        "target": "notebooks/generated/discrete_choice_overview.html",
        "img": "../_static/images/discrete_overview.png"
    },
    {
        "text": "Fair's Affairs Data",
        "target": "notebooks/generated/discrete_choice_example.html",
        "img": "../_static/images/fairs_data.png"
    }
        ]
  },
  {
      "header": "Nonparametric Statistics",
      "id":"nonparametric",
      "links":[
        {
          "text": "Univariate Kernel Density Estimator",
          "target": "notebooks/generated/kernel_density.html",
          "img": "../_static/images/kde_overview.png"
        }
      ]
  },
  {
    "header":"Generalized Linear Models",
    "id":"glm",
    "links":[
        {
            "text": "Generalized Linear Models Overview",
            "target": "notebooks/generated/glm.html",
            "img": "../_static/images/glm_overview.png"
        },
        {
            "text": "Using Formulas with GLMs",
            "target": "notebooks/generated/glm_formula.html",
            "img": "../_static/images/glm_formulas.png"

        }
        ]
  },
 {
      "header":"Robust Regression",
      "id":"robust",
      "links":[
        {
          "text": "M-estimators for Robust Regression",
          "target": "notebooks/generated/robust_models_1.html",
          "img": "../_static/images/rlm_overview.png"
        },
        {
          "text": "Comparing OLS and RLM",
          "target": "notebooks/generated/robust_models_0.html",
          "img": "../_static/images/rlm.png"
        }
          ]
  },
  {
      "header":"Statistics",
      "id":"stats",
      "links":[
        {   
            "text": "ANOVA",
            "target": "notebooks/generated/interactions_anova.html",
            "img": "../_static/images/anova.png"
        }
          ]
  },
  {
      "header":"Time Series Analysis",
      "id":"stats",
      "links":[
        {
            "text": "ARMA: Sunspots Data",
            "target": "notebooks/generated/tsa_arma_0.html",
            "img": "../_static/images/tsa_arma0.png"
        },
        {
            "text": "ARMA: Artificial Data",
            "target": "notebooks/generated/tsa_arma_1.html",
            "img": "../_static/images/tsa_arma1.png"
        },
        {
            "text": "Time Series Filters",
            "target": "notebooks/generated/tsa_filters.html",
            "img": "../_static/images/tsa_filters.png"
        },
        {
            "text": "Markov switching dynamic regression",
            "target": "notebooks/generated/markov_regression.html",
            "img": "../_static/images/markov_regression.png"
        },
        {
            "text": "Markov switching autoregression",
            "target": "notebooks/generated/markov_autoregression.html",
            "img": "../_static/images/markov_autoregression.png"
        }
          ]
  },
  {
      "header":"State space models",
      "id":"statespace",
      "links":[
        {
            "text": "SARIMAX: Introduction",
            "target": "notebooks/generated/statespace_sarimax_stata.html",
            "img": "../_static/images/statespace_sarimax_stata.png"
        },
        {
            "text": "SARIMAX: Model selection, missing data",
            "target": "notebooks/generated/statespace_sarimax_internet.html",
            "img": "../_static/images/statespace_sarimax_internet.png"
        },
        {
            "text": "VARMAX: introduction",
            "target": "notebooks/generated/statespace_varmax.html",
            "img": "../_static/images/statespace_varmax.png"
        },
        {
            "text": "Dynamic Factor Models: Application",
            "target": "notebooks/generated/statespace_dfm_coincident.html",
            "img": "../_static/images/statespace_dfm_coincident.png"
        },
        {
            "text": "Unobserved Components: Application",
            "target": "notebooks/generated/statespace_structural_harvey_jaeger.html",
            "img": "../_static/images/statespace_structural_harvey_jaeger.png"
        },
        {
            "text": "Trends and cycles in unemployment",
            "target": "notebooks/generated/statespace_cycles.html",
            "img": "../_static/images/statespace_cycles.png"
        },
        {
            "text": "State space modeling: Local Linear Trends",
            "target": "notebooks/generated/statespace_local_linear_trend.html",
            "img": "../_static/images/statespace_local_linear_trend.png"
        },
        {
            "text": "ARMA: Sunspots Data",
            "target": "notebooks/generated/statespace_arma_0.html",
            "img": "../_static/images/statespace_arma0.png"
        }
      ]
  },
  {
    "header":"User Notes",
    "id":"user",
    "links":[
    {   
        "text": "Contrasts",
        "target": "notebooks/generated/contrasts.html",
        "img": "../_static/images/contrasts.png"
    },
    {
        "text": "Formulas",
        "target": "notebooks/generated/formulas.html",
        "img": "../_static/images/formulas_intro.png"
    },
    {
        "text": "Prediction",
        "target": "notebooks/generated/predict.html",
        "img": "../_static/images/prediction.png"
    },
    {
        "text": "Generic Maximum Likelihood",
        "target": "notebooks/generated/generic_mle.html",
        "img": "../_static/images/generic_mle.png"
    },
    {
        "text": "Dates in Time-Series Models",
        "target": "notebooks/generated/tsa_dates.html",
        "img": "../_static/images/tsa_dates.png"
    }
        ]
  }
]
