Quantitative Finance - Statistical Finance

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Statistical Finance Predicting Cryptocurrency Prices with RNNs

Learn how RNNs help forecast cryptocurrency prices in real-time.

Shamima Nasrin Tumpa, Kehelwala Dewage Gayan Maduranga

2025-05-21T00:23:42+00:00 ― 8 min read

Latest Articles

Statistical Finance Deep Hedging and K-FAC: A New Approach to Risk Management

Learn how Deep Hedging with K-FAC improves financial risk management.

Tsogt-Ochir Enkhbayar

2025-05-06T02:44:00+00:00 ― 8 min read

Statistical Finance The Rise of Automated High-Frequency Trading

Discover how automation transforms stock price forecasting in high-frequency trading.

Adamantios Ntakaris, Gbenga Ibikunle

2025-05-05T06:53:30+00:00 ― 7 min read

Statistical Finance Understanding Exchange Rate Volatility

Learn what drives changes in currency values and how to navigate the market.

Igor Martins, Hedibert Freitas Lopes

2025-05-01T03:41:00+00:00 ― 7 min read

Mathematical Finance Understanding the Capital Asset Pricing Model and Stock Behavior

A look into small vs. large stocks and investment risks.

Abraham Atsiwo, Andrey Sarantsev

2025-04-23T23:10:36+00:00 ― 7 min read

Machine Learning CatNet: A New Tool for Stock Predictions

CatNet helps investors identify key stock features with accuracy.

Jiaan Han, Junxiao Chen, Yanzhe Fu

2025-04-22T15:54:45+00:00 ― 6 min read

Portfolio Management Navigating the Crypto Portfolio Maze

Learn how portfolio size impacts cryptocurrency returns and correlation.

Graham L. Giller

2025-04-10T21:55:40+00:00 ― 6 min read

Statistical Finance Harnessing Deep Learning for Financial Predictions

Deep learning models enhance financial time series analysis for better investment strategies.

Howard Caulfield, James P. Gleeson

2025-03-30T21:31:20+00:00 ― 7 min read

Methodology Decoding Financial Relationships in a Chaotic Market

A closer look at understanding asset connections in finance.

Beatrice Foroni, Luca Merlo, Lea Petrella

2025-03-27T03:59:24+00:00 ― 5 min read

Machine Learning Revolutionizing Stock Predictions with New Models

Higher Order Transformers enhance stock movement predictions using diverse data sources.

Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany

2025-03-16T17:34:20+00:00 ― 9 min read

Quantum Physics Quantum Support Vector Machines: Transforming Finance

Discover how quantum techniques improve financial data analysis.

Seemanta Bhattacharjee, MD. Muhtasim Fuad, A. K. M. Fakhrul Hossain

2025-03-08T20:42:40+00:00 ― 6 min read

Machine Learning Predicting Cryptocurrency Prices: Techniques and Strategies

Discover methods to enhance cryptocurrency price prediction accuracy.

Arash Peik, Mohammad Ali Zare Chahooki, Amin Milani Fard

2025-02-22T16:45:40+00:00 ― 6 min read

Statistical Finance Transforming High-Frequency Trading with ALPE

Learn how ALPE improves price forecasting in high-frequency trading.

Adamantios Ntakaris, Gbenga Ibikunle

2025-01-25T08:51:40+00:00 ― 5 min read