The Hidden Lies of Private Equity Returns

Download PDF Introduction Over the past decades, private equity has emerged as a robust asset class, consistently matching—and often outperforming—public market returns over longer horizons. This article examines the performance of private equity funds, detailing how strategies such as multiples expansion, deleveraging, and operational improvements have driven returns. Yet over Read more…

Market Recap 23/02/2025

Download PDF USA U.S. equities experienced a volatile week as markets navigated a mix of strong early gains and later losses amid mounting geopolitical and tariff concerns. With Presidents’ Day keeping markets closed on Monday, trading began on Tuesday with stocks surging and the S&P 500 Index reaching record highs Read more…

Winter Deal Recap

Download PDF Introduction In 2024, global M&A activity maintained a strong pace, with deal value rising by approximately 15% compared to 2023. This growth occurred despite market conditions improving less than expected, as interest rates remained high and geopolitical tensions persisted worldwide. The trend continued in the final months of Read more…

Machine Learning Models for S&P 500 Trading: A Comparative Analysis of Random Forest, XGBoost, and Regression Techniques

Download PDF Introduction In an era where markets are inundated with data and traditional analysis is continuously challenged by evolving market dynamics, this article was conceived as an attempt to harness machine learning (ML) to capture and exploit momentum signals in financial time series. The central idea was to blend Read more…

Market Recap 16/02/2025

Download PDF USA U.S. equities faced a volatile week as investors tried to figure out how to react to President Trump’s renewed threats of tariffs, inflation numbers that were higher than expected, and the Federal Reserve’s cautious stance on future rate cuts. At the beginning of the week, financial markets faced Read more…

Market Recap 01/12/2024

Download PDF USA This past week, the U.S. economy exhibited resilience as key data points underscored a mixed but stable environment. Housing starts fell by 3.1% month-over-month, reflecting continued challenges in the housing market, but initial jobless claims reached a seven-month low at 213,000, signaling strength in the labor market. Read more…