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artsite/content/portfolio/monte-carlo-project.md
Arthur DANJOU 9ace5f716b Normalize code style and logging levels throughout project
Fixed minor inconsistencies in syntax, formatting, and logging levels across various files. Updated newline handling, adjusted console log types, and improved code organization for better readability and maintainability.
2025-02-02 19:53:17 +01:00

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---
slug: monte-carlo-project
title: Monte Carlo Methods Project
description: ⚠️ Still in progress - A project to demonstrate the use of Monte Carlo methods in R.
publishedAt: 2024/11/24
readingTime: 3
tags:
- project
- r
- maths
---
This is the report for the Monte Carlo Methods Project. The project was done as part of the course `Monte Carlo Methods` at the Paris-Dauphine University. The goal was to implement different methods and algorithms using Monte Carlo methods in R.
Methods and algorithms implemented:
- Plotting graphs of functions
- Inverse c.d.f. Random Variation simulation
- Accept-Reject Random Variation simulation
- Random Variable simulation with stratification
- Cumulative density function
- Empirical Quantile Function
You can find the code here: [Monte Carlo Project Code](https://github.com/ArthurDanjou/Studies/blob/0c83e7e381344675e113c43b6f8d32e88a5c00a7/M1/Monte%20Carlo%20Methods/Project%201/003_rapport_DANJOU_DUROUSSEAU.rmd)
<iframe src="/portfolio/monte-carlo-project/Report.pdf" width="100%" height="1000px">
</iframe>