# Add new notebook here
# To add a new notebook, create an image in _static/images/<notebook>.png,
# set the target to <notebook>.html, and add the text name of the notebook
# Care is needed with special characters, especially : (use single quotes)
#
# New sections are added by adding header and id to the top level

- header: Linear Regression Models
  id: regression
  links:
  - img: ../_static/images/ols.png
    target: notebooks/generated/ols.html
    text: Ordinary Least Squares
  - img: ../_static/images/gls.png
    target: notebooks/generated/gls.html
    text: Generalized Least Squares
  - img: ../_static/images/quantile_regression.png
    target: notebooks/generated/quantile_regression.html
    text: Quantile Regression
  - img: ../_static/images/recursive_ls.png
    target: notebooks/generated/recursive_ls.html
    text: Recursive Least Squares
  - img: ../_static/images/rolling_ls.png
    target: notebooks/generated/rolling_ls.html
    text: Rolling Least Squares
  - img: ../_static/images/regression_diagnostics.png
    target: notebooks/generated/regression_diagnostics.html
    text: Regression Diagnostics
  - img: ../_static/images/wls.png
    target: notebooks/generated/wls.html
    text: Weighted Least Squares
  - img: ../_static/images/mixed_lm.png
    target: notebooks/generated/mixed_lm_example.html
    text: Linear Mixed-Effects
  - img: ../_static/images/variance_components.png
    target: notebooks/generated/variance_components.html
    text: Variance Component Analysis
- header: Plotting
  id: plotting
  links:
  - img: ../_static/images/regression_plots.png
    target: notebooks/generated/regression_plots.html
    text: Regression Plots
  - img: ../_static/images/linear_regression_diagnostics_plots.png
    target: notebooks/generated/linear_regression_diagnostics_plots.html
    text: Linear Regression Diagnostic
  - img: ../_static/images/categorical_interaction_plot.png
    target: notebooks/generated/categorical_interaction_plot.html
    text: Categorical Interactions
  - img: ../_static/images/plots_boxplots.png
    target: notebooks/generated/plots_boxplots.html
    text: Box Plots
- header: Discrete Choice Models
  id: discrete
  links:
  - img: ../_static/images/discrete_overview.png
    target: notebooks/generated/discrete_choice_overview.html
    text: Getting Started
  - img: ../_static/images/fairs_data.png
    target: notebooks/generated/discrete_choice_example.html
    text: Fair's Affairs Data
  - img: ../_static/images/ordered_model.png
    target: notebooks/generated/ordinal_regression.html
    text: Ordinal Regression
  - img: ../_static/images/count_hurdle.png
    target: notebooks/generated/count_hurdle.html
    text: Hurdel count Models
  - img: ../_static/images/post_estimation.png
    target: notebooks/generated/postestimation_poisson.html
    text: Post-estimation for Poisson Regression
- header: Nonparametric Statistics
  id: nonparametric
  links:
  - img: ../_static/images/kde_overview.png
    target: notebooks/generated/kernel_density.html
    text: Univariate Kernel Density Estimator
  - img: ../_static/images/lowess.png
    target: notebooks/generated/lowess.html
    text: Lowess Regression
- header: Generalized Linear Models
  id: glm
  links:
  - img: ../_static/images/glm_overview.png
    target: notebooks/generated/glm.html
    text: Generalized Linear Models Overview
  - img: ../_static/images/glm_formulas.png
    target: notebooks/generated/glm_formula.html
    text: Using Formulas with GLMs
  - img: ../_static/images/glm_weights.png
    target: notebooks/generated/glm_weights.html
    text: Weighting Observations with GLMs
  - img: ../_static/images/influence_glm_logit.png
    target: notebooks/generated/influence_glm_logit.html
    text: Influence Measures for GLMs
  - img: ../_static/images/quasibinomial.png
    target: notebooks/generated/quasibinomial.html
    text: Quasi-binomial regression
- header: Robust Regression
  id: robust
  links:
  - img: ../_static/images/rlm_overview.png
    target: notebooks/generated/robust_models_1.html
    text: M-estimators for Robust Regression
  - img: ../_static/images/rlm.png
    target: notebooks/generated/robust_models_0.html
    text: Comparing OLS and RLM
- header: Generalized Estimating Equations
  id: robust
  links:
  - img: ../_static/images/gee-cov-struct.png
    target: notebooks/generated/gee_nested_simulation.html
    text: GEE Nested Covariance Structure
  - img: ../_static/images/gee-score-tests.png
    target: notebooks/generated/gee_score_test_simulation.html
    text: GEE Score Tests
- header: Statistics
  id: stats
  links:
  - img: ../_static/images/anova.png
    target: notebooks/generated/interactions_anova.html
    text: ANOVA
  - img: ../_static/images/stats_poisson.png
    target: notebooks/generated/stats_poisson.html
    text: Poisson rates
  - img: ../_static/images/rank_compare.png
    target: notebooks/generated/stats_rankcompare.html
    text: Rank Comparison
  - img: ../_static/images/metaanalysis1.png
    target: notebooks/generated/metaanalysis1.html
    text: Meta-Analysis in statsmodels
  - img: ../_static/images/mediation_survival.png
    target: notebooks/generated/mediation_survival.html
    text: Mediation analysis with duration data
  - img: ../_static/images/treatment_effect.png
    target: notebooks/generated/treatment_effect.html
    text: Treatment Effect Estimation
  - img: ../_static/images/copula.png
    target: notebooks/generated/copula.html
    text: Copulas
- header: Time Series Analysis
  id: stats
  links:
  - img: ../_static/images/autoregressions.png
    target: notebooks/generated/autoregressions.html
    text: Autoregressions
  - img: ../_static/images/autoregressive_distributed_lag.png
    target: notebooks/generated/autoregressive_distributed_lag.html
    text: 'Autoregressive Distributed Lag Models'
  - img: ../_static/images/deterministics.png
    target: notebooks/generated/deterministics.html
    text: Deterministic Terms
  - img: ../_static/images/tsa_arma0.png
    target: notebooks/generated/tsa_arma_0.html
    text: 'ARMA: Sunspots Data'
  - img: ../_static/images/tsa_arma1.png
    target: notebooks/generated/tsa_arma_1.html
    text: 'ARMA: Artificial Data'
  - img: ../_static/images/tsa_filters.png
    target: notebooks/generated/tsa_filters.html
    text: Time Series Filters
  - img: ../_static/images/markov_regression.png
    target: notebooks/generated/markov_regression.html
    text: Markov switching dynamic regression
  - img: ../_static/images/markov_autoregression.png
    target: notebooks/generated/markov_autoregression.html
    text: Markov switching autoregression
  - img: ../_static/images/exponential_smoothing.png
    target: notebooks/generated/exponential_smoothing.html
    text: Exponential Smoothing
  - img: ../_static/images/stl_decomposition.png
    target: notebooks/generated/stl_decomposition.html
    text: Seasonal Decomposition
  - img: ../_static/images/mstl_decomposition.png
    target: notebooks/generated/mstl_decomposition.html
    text: Multi-seasonal Decomposition
  - img: ../_static/images/stationarity_detrending_adf_kpss.png
    target: notebooks/generated/stationarity_detrending_adf_kpss.html
    text: Stationarity and detrending (ADF/KPSS)
- header: State space models
  id: statespace
  links:
  - img: ../_static/images/statespace_sarimax_stata.png
    target: notebooks/generated/statespace_sarimax_stata.html
    text: 'SARIMAX: Introduction'
  - img: ../_static/images/statespace_sarimax_internet.png
    target: notebooks/generated/statespace_sarimax_internet.html
    text: 'SARIMAX: Model selection, missing data'
  - img: ../_static/images/statespace_sarimax_faq.png
    target: notebooks/generated/statespace_sarimax_faq.html
    text: 'SARIMAX: Frequently Asked Questions (FAQ)'
  - img: ../_static/images/statespace_varmax.png
    target: notebooks/generated/statespace_varmax.html
    text: 'VARMAX: Introduction'
  - img: ../_static/images/statespace_dfm_coincident.png
    target: notebooks/generated/statespace_dfm_coincident.html
    text: 'Dynamic Factor Models: Application'
  - img: ../_static/images/statespace_structural_harvey_jaeger.png
    target: notebooks/generated/statespace_structural_harvey_jaeger.html
    text: 'Unobserved Components: Application'
  - img: ../_static/images/statespace_cycles.png
    target: notebooks/generated/statespace_cycles.html
    text: Trends and cycles in unemployment
  - img: ../_static/images/statespace_local_linear_trend.png
    target: notebooks/generated/statespace_local_linear_trend.html
    text: 'State space modeling: Local Linear Trends'
  - img: ../_static/images/statespace_arma0.png
    target: notebooks/generated/statespace_arma_0.html
    text: 'Statespace ARMA: Sunspots Data'
  - img: ../_static/images/statespace_seasonal.png
    target: notebooks/generated/statespace_seasonal.html
    text: Seasonality in Time Series Data
  - img: ../_static/images/statespace_fixed_params.png
    target: notebooks/generated/statespace_fixed_params.html
    text: Fixed / constrained parameters in state space models
  - img: ../_static/images/statespace_tvpvar_mcmc_cfa.png
    target: notebooks/generated/statespace_tvpvar_mcmc_cfa.html
    text: TVP-VAR, MCMC, and sparse simulation smoothing
  - img: ../_static/images/statespace_sarimax_pymc3.png
    target: notebooks/generated/statespace_sarimax_pymc3.html
    text: SARIMAX estimation with Bayesian methods
  - img: ../_static/images/statespace_news.png
    target: notebooks/generated/statespace_news.html
    text: 'Forecasting, updating datasets, and the "news"'
  - img: ../_static/images/statespace_custom_models.png
    target: notebooks/generated/statespace_custom_models.html
    text: 'Statespace: Custom Models'
  - img: ../_static/images/ets.png
    target: notebooks/generated/ets.html
    text: 'ETS models'
- header: State space models - Technical notes
  id: statespace_notes
  links:
  - img: ../_static/images/statespace_concentrated_scale.png
    target: notebooks/generated/statespace_concentrated_scale.html
    text: 'State space models: concentrating out the scale'
  - img: ../_static/images/statespace_chandrasekhar.png
    target: notebooks/generated/statespace_chandrasekhar.html
    text: 'State space models: Chandrasekhar recursions'
- header: Forecasting
  id: forecasting
  links:
  - img: ../_static/images/theta-model.png
    target: notebooks/generated/theta-model.html
    text: 'Forecasting using the Theta Model'
- header: Multivariate Methods
  id: multivariate
  links:
  - img: ../_static/images/pca_fertility_factors.png
    target: notebooks/generated/pca_fertility_factors.html
    text: Principal Component Analysis
- header: User Notes
  id: user
  links:
  - img: ../_static/images/contrasts.png
    target: notebooks/generated/contrasts.html
    text: Contrasts
  - img: ../_static/images/formulas_intro.png
    target: notebooks/generated/formulas.html
    text: Formulas
  - img: ../_static/images/prediction.png
    target: notebooks/generated/predict.html
    text: Prediction
  - img: ../_static/images/statespace_forecasting.png
    target: notebooks/generated/statespace_forecasting.html
    text: Forecasting in statsmodels
  - img: ../_static/images/generic_mle.png
    target: notebooks/generated/generic_mle.html
    text: Generic Maximum Likelihood
  - img: ../_static/images/tsa_dates.png
    target: notebooks/generated/tsa_dates.html
    text: Dates in Time-Series Models
  - img: ../_static/images/chi2_fitting.png
    target: notebooks/generated/chi2_fitting.html
    text: Least squares fitting of models to data
  - img: ../_static/images/distributed_estimation.png
    target: notebooks/generated/distributed_estimation.html
    text: Distributed Estimations
