PinnedMichael HsiaTesting the Waters — Backtesting HAA and Its Variations Towards SuccessMaximize Returns and Minimize Risk Through The Power of Diversification·6 min read·Apr 12, 2024----
PinnedMichael Hsia【How 2】Breaking Free! Use Docker to Create Hands-Off Interactive Broker TWS Managing ExperienceIn this article, we’ll leverage the power of docker to free you from managing your locally-run TWS attentively.9 min read·Apr 24, 2024----
PinnedMichael Hsia【Pair Trading】Introduction to pair trading strategyWe’re going to start by introducing the idea and principle behind this famous strategy. Pairs trading is among the most popular strategy …·7 min read·Aug 2, 2021----
PinnedMichael Hsia【Momentum Trading】Use machine learning to boost your day trading skill: Meta-labelingThe Triple barrier method and meta-labeling technique were together introduced in the book Advances in Financial Machine Learning by Marcos…·12 min read·Oct 22, 2022--1--1
Michael HsiaFrom Theory to Profits — Elevating the Buy-on-Gap Strategy with Advanced TechniquesComprehensive Evaluation of Performance and Potential Improvements·11 min read·Jan 31, 2024----
Michael HsiaSentiment Analysis for the Financial Market — Trading on the Market MoodSentiment analysis lesson 101 with hands-on practice·15 min read·Nov 10, 2023----
Michael Hsia【How 2】 Upgrade your backtesting arsenal — trading multiple stocks with “backtrader”I’m going to share my experience and crucial tips with you to transform backtrader to trade against multiple stocks·9 min read·Sep 3, 2023--1--1
Michael Hsia【Pair Trading】 Complete Guide to Backtest Cointegration Pair Trading StrategyAll the theories and the math formulas are convincing enough for us to believe it’s a profitable strategy. But is it? We need to backtest…·12 min read·May 8, 2023--1--1
Michael Hsia【Pair Trading】 Cointegration Test — A Key to Find High Probability Trading StrategyCointegration is a statistical technique to find out whether a time series closely follows the movement of the other time series…·12 min read·Mar 5, 2023--2--2
Michael Hsia【How 2】 Set Up Trading API Template In Python — Q&AIn the last post in this series, we’re going to look at some questions that I discovered while working on connecting to Interactive Broker…7 min read·Dec 17, 2022----