In practice

Learn how to manipulate concepts, assess risks, and use methods.

Author

INSEE, Department of Statistical Methods

To practice

To reproduce the results and complete the exercises, you can work directly on thedatalabINSEE website.

If you have an account, you canopen an RStudio serviceoran R-Python vscode service, whichever you prefer.

These services will automatically install the packages needed to complete the exercises in all of the practical worksheets.

Practical suppressive methods

Learn how to apply suppressive methods using R.

INSEE, Department of Statistical Methods

Practical perturbative methods

Learn how to apply perturbative methods using R or Python.

INSEE, Department of Statistical Methods

Balancing risk and utility

Tools available to perform the trade-off

INSEE, Department of Statistical Methods

Advanced topics

Explore topics such as synthetic data generation and applications of differential privacy.

INSEE, Department of Statistical Methods

Description of the data

Pour installer les packages nécessaires, vous trouverez les instructions à suivre dans la fiche Ressources / Installer les packages et les outils sur R.

INSEE, Department of Statistical Methods

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# To practice

To reproduce the results and complete the exercises, you can work
directly on the[`datalab`](datalab.sspcloud.fr)[INSEE website](datalab.sspcloud.fr).

If you have an account, you can[open an RStudio service](https://datalab.sspcloud.fr/launcher/ide/rstudio?name=rstudio-formation-protection-exos&version=2.3.1&s3=region-ec97c721&init.personalInit=«https%3A%2F%2Fraw.githubusercontent.com%2FInseeFrLab%2Fformation_protection_donnees%2Frefs%2Fheads%2Fmain%2Finit-scripts%2Frstudio-exos.sh»)or[an R-Python vscode service](https://datalab.sspcloud.fr/launcher/ide/vscode-r-python-julia?name=vscode-formation-protection-exos&version=2.3.5&s3=region-ec97c721&init.personalInit=«https%3A%2F%2Fraw.githubusercontent.com%2FInseeFrLab%2Fformation_protection_donnees%2Frefs%2Fheads%2Fmain%2Finit-scripts%2Fvscode-r-python-exos.sh»), whichever you prefer.

These services will automatically install the packages
needed to complete the exercises in all of the practical worksheets.

:::