We found 4 articles by this author...
Mahavir A. Bhattacharya
Mahavir is a Quantitative Research and Content Associate at Quantinsti, bringing over a decade of diverse experience in academia, research, and corporate environments.
Building a Trading Strategy using Bias-Variance Decomposition
Explore the bias-variance tradeoff in machine learning for trading strategies. Learn how to build and backtest a trading model using PCA, VIF, and bias-variance decomposition to optimize performance and mitigate overfitting....
17 min read
Building Blocks of Bias-Variance Tradeoff for Trading the Financial Markets
Explore bias-variance tradeoff in machine learning for trading. Learn how underfitting, overfitting, and error decomposition impact model performance and strategy development in finance....
12 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