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📃: Predict Stock Returns Using CAPM and Fama-French Three-Factor Model #250

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sharayuanuse opened this issue Oct 7, 2024 · 3 comments · Fixed by #418
Closed

📃: Predict Stock Returns Using CAPM and Fama-French Three-Factor Model #250

sharayuanuse opened this issue Oct 7, 2024 · 3 comments · Fixed by #418
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Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. gssoc-ext hacktoberfest level2 Status: Assigned💻 Indicates an issue has been assigned to a contributor.

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🔴 Title : Predict Stock Returns Using CAPM and Fama-French Three-Factor Model

🔴 Enhancement Aim :
This project aims to predict stock returns using the Capital Asset Pricing Model (CAPM) and the Fama-French Three-Factor Model. By leveraging historical data, we aim to estimate expected returns and use these estimates to predict future stock performance. The results will provide valuable insights for investors about future stock performance.

🔴 Changes :

  • Implement CAPM and Fama-French Three-Factor models for stock return prediction.
  • Gather and process historical stock data to estimate expected returns.
  • Develop a system to use these estimates for predicting future stock returns.
  • Provide analysis and insights into stock performance based on the predictions.
  • Present results in a user-friendly format for investors.

Screenshots 📷

Screenshot 2024-10-07 211826
Screenshot 2024-10-07 211809

✅ To be Mentioned while taking the issue :

  • Full name : Sharayu Anuse
  • What is your participant role? (Mention the Open Source Program name. Eg. GSOC, GSSOC, SSOC, JWOC, etc.)
    GSSOC-Ext, Hacktoberfest

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎
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github-actions bot commented Oct 7, 2024

🙌 Thank you for bringing this issue to our attention! We appreciate your input and will investigate it as soon as possible.

Feel free to join our community on Discord to discuss more!

@UTSAVS26 UTSAVS26 added Contributor Denotes issues or PRs submitted by contributors to acknowledge their participation. Status: Assigned💻 Indicates an issue has been assigned to a contributor. level2 gssoc-ext hacktoberfest labels Oct 8, 2024
@sharayuanuse sharayuanuse mentioned this issue Oct 10, 2024
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✅ This issue has been closed. Thank you for your contribution! If you have any further questions or issues, feel free to join our community on Discord to discuss more!

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✅ This issue has been closed. Thank you for your contribution! If you have any further questions or issues, feel free to join our community on Discord to discuss more!

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Stock Prediction with CAPM and Fama-French Model sharayuanuse/PyVerse
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@sharayuanuse @UTSAVS26