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1. black-scholes-option-pricing-calculator black-scholes-option-pricing-calculator Public

   Implement the Black-Scholes option pricing model for pricing options.

   C++

2. Final-Project Final-Project Public

   Forked from NTUFA-2024-Final-Project/Final-Project

3. Earnings-Per-Share-EPS-Prediction-Using-Random-Forest-and-XGBoost-Models Earnings-Per-Share-EPS-Prediction-Using-Random-Forest-and-XGBoost-Models Public

   EPS prediction using Random Forest and XGBoost, with model comparison and portfolio construction based on forecasted earnings

   Jupyter Notebook

4. is-esg-overhyped-in-the-us-stock-market is-esg-overhyped-in-the-us-stock-market Public

   Analysis of whether ESG ratings contribute to firm overvaluation in U.S. listed companies. Using Refinitiv ESG data and Compustat financials, we examine the impact of ESG on Tobin’s Q and ROA acros…

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5. Revenue-Prediction-XGBoost-RF Revenue-Prediction-XGBoost-RF Public

   This project applies XGBoost and Random Forest to predict monthly revenue changes of Taiwanese listed companies.

   Jupyter Notebook

6. revenue-forecasting-xgboost-rf revenue-forecasting-xgboost-rf Public

   This project applies XGBoost and Random Forest to forecast monthly revenue of Taiwanese listed companies. It evaluates model accuracy with RMSE and MAE, compares the performance of raw vs. normaliz…

   Jupyter Notebook