Download PDF Introduction PCA (principal component analysis) allows you to explain a system’s total variance through a number of orthogonal components, thus, independent between each other. The main PCs account for most of the variance of the system and represent the main factors that influence variability. In a trading environment, Read more…
Download PDF Note that this is an academic project and we have no intention to utilize this project in real cash online poker as that goes against services terms of conditions. It is no coincidence that poker is frequently mentioned when discussing the world of trading, and that even firms Read more…
Download PDF Introduction Over the past decade, volatility as asset class has attracted the attention of several institutional investors, who consider it as an interesting hedge against long position in equities, given the evident negative correlation that persist between the two asset classes due to the leverage effect. Unfortunately, volatility Read more…
Download PDF Introduction Before any mention of arbitrage is made, it’s crucial to understand what a perpetual is. A perpetual is, at its essence, a futures contract that never expires. Perpetuals are some of the most liquid assets in crypto markets and allow much more leverage than an underlying which Read more…
Download PDF Introduction In this article, we determine whether recurrent neural networks can unlock any meaningful predictive power from a given feature set in forecasting corporate bond returns – or if the data is too noisy to yield reliable predictions. We explore whether these forecasts can be leveraged into building Read more…
Download PDF Introduction As announced in our previous episode, the second article in our Backtesting series will discuss Cross Validation and introduce a new Backtesting strategy, first presented by Giuseppe Paleologo (2024). If you haven’t already, we recommend reading the first episode before proceeding with this article. Please note that Read more…
Download PDF A Match made in Heaven In this article, we aim to integrate the momentum and carry factors to devise a strategy that enhances risk-adjusted returns. The underlying concept is straightforward. We seek to avoid positions with negative carry. Even with a momentum signal prompting us to go long Read more…
Download PDF Introduction Global macro strategies, which aim to profit from economic and political trends across markets and asset classes, have been a staple of the investment world for decades. In recent times, these strategies have gained in popularity as investors seek to diversify their portfolios and take advantage of Read more…