Quantitative Hedge Fund Primer: Decoding Quant Strategy Types

Quantitative Hedge Fund Primer: Decoding Quant Strategy Types Table of Contents - Summary - What Is a Quantitative Hedge Fund? - Most Common Quant Strategies - Statistical Arbitrage - Quantitative Equity Market Neutral ("QEMN") - Managed Futures / CTA - Quantitative Macro and Global Asset Allocation ("GAA") - Alternative Risk Premia --- Summary Quantitative hedge funds are investment firms that use advanced mathematical and statistical models, along with computer algorithms, to make investment decisions. In this article, we explore quantitative investing and provide insights into the most common quant strategies. For each strategy, we provide a description, discuss common signal types, examine its historical performance across different market environments, and review its historical risk and return characteristics. Although automation is involved, it is still humans who conduct research, determine strategy, select the securities to trade, decide which data to use, and determine what hardware and connectivity are needed. --- What Is a Quantitative Hedge Fund? The term "quantitative investing" does not describe a single strategy but rather describes how a specific strategy is developed and implemented. Quantitative strategies differ from discretionary strategies in how they are created and executed. Quantitative strategies use computer algorithms to automate systematic buy and sell…