Analyzing Exposures to Bitcoin in Real-Time
Recently, the price of bitcoin has reached a record high—increasing by more than 500% since early this year. Due to its decentralized nature and the popularity of block chain technology, there are those who see a bright future for cryptocurrency. Furthermore, the performance of bitcoin investments has attracted the attention of traditional investors looking to hop on the bandwagon through investments in companies likely to be impacted by this new technology.
TS Imagine’s constantly-expanding data offering allows investors to access historical prices of the bitcoin cryptocurrency (using the symbol USDBTC). With this data, investors track the relationship between holdings and bitcoin using a historical price time series of a portfolio containing holdings with cryptocurrency exposure. They then create a custom calculation (custom column) to calculate beta between the daily, weekly, and monthly price of each holding, and that of USDBTC within a certain time frame, e.g., 90/180/365 days.
The customized beta calculation can be displayed as a standalone portfolio column, or incorporated into more advanced custom calculation columns, as shown below.
Investors looking to analyze the correlation between bitcoin and companies influenced by cryptocurrency utilize TS Imagine’s regression tools, either from the TS Imagine Trading System (ITS) or via the TS Imagine Financial Platform (IFP).
ITS users use a Multi-factor Regression tool that runs a least-squares regression on the portfolio to solve the beta relative to the chosen factor of USDBTC. The generated beta details can then be utilized by TS Imagine’s other risk tools, like a random Monte Carlo simulation.
TS Imagine 8.1 introduces the ability for an investor to run the multi-factor regression via an IFP app. Similar to the tools available within ITS, an IFP app offers the flexibility to define inputs like data source frequency, independent factors, time frame, and securities to be analyzed. The output gives the result based on the desired setup.
In this blog post, we share insight into the basic requirements, key challenges, our approach for a smooth transition from IBORs to ARRs and an outlook for what’s next in the multi-year journey to move away from IBORs.
ED&F Man Capital Markets replaces legacy systems with TS Imagine’s fully-hosted, SaaS solution for high-volume, real-time analytics on cross-asset exchange and OTC trading.
When analysing performance, measuring a portfolio’s actual return answers the “what” and “when” questions –– it tells us what return the portfolio delivered over a specified period of time. While that information is obviously important, the goal of a performance attribution analysis is to go beyond “what” and “when” to explain “how” and “why”.