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# Synthetic Data & Stress Test

Examples about [`SyntheticData`](https://skfolio.org/generated/skfolio.prior.SyntheticData.html.md#skfolio.prior.SyntheticData) and
[`VineCopula`](https://skfolio.org/generated/skfolio.distribution.VineCopula.html.md#skfolio.distribution.VineCopula).

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<div class="sphx-glr-thumbcontainer" tooltip="This tutorial introduces Bivariate Copulas estimators that are the building blocks of VineCopula.">![](auto_examples/synthetic_data/images/thumb/sphx_glr_plot_1_bivariate_copulas_thumb.png)

[Bivariate Copulas](https://skfolio.org/auto_examples/synthetic_data/plot_1_bivariate_copulas.html.md)

  <div class="sphx-glr-thumbnail-title">Bivariate Copulas</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This tutorial presents the VineCopula estimator. An introduction to Bivariate Copulas can be found in this previous tutorial.">![](auto_examples/synthetic_data/images/thumb/sphx_glr_plot_2_vine_copula_thumb.png)

[Vine Copula & Stress Test](https://skfolio.org/auto_examples/synthetic_data/plot_2_vine_copula.html.md)

  <div class="sphx-glr-thumbnail-title">Vine Copula & Stress Test</div>
</div><div class="sphx-glr-thumbcontainer" tooltip="This tutorial shows how to bridge scenario generation, factor models and portfolio optimization.">![](auto_examples/synthetic_data/images/thumb/sphx_glr_plot_3_min_CVaR_stressed_factors_thumb.png)

[Minimize CVaR on Stressed Factors](https://skfolio.org/auto_examples/synthetic_data/plot_3_min_CVaR_stressed_factors.html.md)

  <div class="sphx-glr-thumbnail-title">Minimize CVaR on Stressed Factors</div>
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