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Gap Trading Strategy: Based on the Markov Rule | EPAT Project
An EPAT project on gap trading in Indian equities, targeting low-volatility stocks and avoiding high-volatility conditions. This long-only strategy enters at day’s close and exits at next day’s open, improving performance over time with higher Sharpe ratios and reduced volatility....
7 min read
Mean-Reversion Trading with Statistical Arbitrage Pair Trading Strategy Across Different Sectors in the Indian Markets | EPAT Project
A statistical arbitrage strategy for the Indian stock market that leverages pair trading by identifying and trading cointegrated stock pairs within the same sector. With this blog, learn to ensure high correlation and mean-reverting price behavior for optimal returns....
5 min read
Using Machine Learning to Generate Intraday Buy and Sell Signals for Cryptocurrency | EPAT Project
This blog covers technical indicators, data preprocessing, backtesting, and performance optimization with tools like Scikit-Learn and VectorBt. Perfect for intermediate to advanced readers aiming to enhance trading performance in volatile markets....
9 min read
Learn Momentum Trading Strategies with B3 and QuantInsti
Collaboration between B3 Educação and QuantInsti, offering a free course on momentum trading strategies using Python. Learn to analyse trends, backtest strategies, and enhance your trading skills. Enroll now on B3's Education Platform!...
2 min read
Ito's Lemma Applied to Stock Trading
Delve deeper into Ito's Lemma for trading with practical examples and use cases. Learn about Ito calculus and its application to stock prices....
8 min read
Laying the Groundwork for Ito's Lemma and Financial Stochastic Models
Explore the foundational concepts behind Ito's Lemma in trading, including the chain rule, deterministic and stochastic processes, the drift and volatility components of stock prices, and how stocks follow a Weiner process....
9 min read
Application of LLMs in Portfolio Management: Creating Thematic Universe Index
This blog will demonstrate how LLMs, paired with tools like OpenAI API and Python, can streamline processes such as generating thematic portfolios and analyzing trends for smarter investment decisions....
6 min read
The Risk-Constrained Kelly Criterion: From the foundations to trading
Learn about the risk-constrained Kelly Criterion to make your trading have less drawdown and better strategy performance!...
6 min read
From Mechanical Engineering to Quantitative Trading: Artur Barreiros' Transformative Journey
Discover how Artur Barreiros, a 63-year-old Mechanical Engineering professor from Portugal, transitioned into quantitative trading with the help of EPAT and Quantra. A truly transformative journey....
4 min read
A time-varying-parameter vector autoregression model with stochastic volatility
Learn about the TVP-VAR model that is being heavily used in macroeconomics. It can give you better results than a basic VAR for trading. Enjoy it!...
15 min read
