Informational Edge - Access to better or faster information. This is the space of alternative data, or data that is expensive and cannot be obtained or processed by many firms. Of course, this edge is dynamic and can change with the usefulness of the data.
Analytical Edge - Superior ability to analyze the same data everyone has —better models. I call this the conversion of public information into private information. A data transformation can be an analytic edge. This is the realm of the quant firm and its army of researchers. Again, this edge is dynamic.
Behavioral Edge - Ability to stay rational when others panic or overreact — exploiting behavioral biases. This could be considered their ability to manage risk through a systematic process.
Structural Edge - Benefits from the setup, like lower transaction costs, access to certain markets, or priority in order execution. If you are a short-term trader, this is critical, but all firms can improve through working on their structural edge.
Technical Edge—Superior tech infrastructure, low-latency systems, or highly optimized software for faster execution than competitors. Most think this is the realm of quants. The technical ability to process data and information is critical for good decision-making and risk management; however, all firms can work on their technical edge.
Note that all firms may have some skill in each of these areas. The problem is having an edge that will translate into a process that will translate into consistent return.
No comments:
Post a Comment