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Modeling Insurance Portfolio Risk with a Poisson - Zero-Adjusted Gamma/Lognormal model

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Insurance Risk Simulator

A simple Poisson-Gamma insurance risk model implemented in a Jupyter Notebook.
This project simulates total portfolio losses, estimates tail risk (VaR, CVaR), and provides fair premium pricing suggestions.


Contents

  • insurance_model.ipynb – Main notebook containing the simulation logic and visualizations
  • requirements.txt – Python package dependencies
  • README.md – Project overview and instructions

Installation

  1. Download the files.
  2. Create a virtual environment (optional but recommended):
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
pip install -r requirements.txt


## License

This project is licensed under the [GNU General Public License v3.0](LICENSE).

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Modeling Insurance Portfolio Risk with a Poisson - Zero-Adjusted Gamma/Lognormal model

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