Technology
Level E has developed a complete financial modeling and
investment solution, MAYA™ that analyses high-frequency financial data
to provide intelligent and robust investment strategies.
In practical
terms, the predictions provide a significant advantage over traditional
investment methods, and the technology incorporates and improves upon
expert knowledge and beliefs about the market behavior. Such expert
insight can be incorporated as independent agents, or models, or as
prior probability distributions.
Key features of Level E's technology include:
- adaptive decision-making in uncertain environments
for complex
inter-dependent observations;
- proper handling of unobservable data which may
influence the
predictions;
- assigning confidence levels to the predictions of
price
variations and/or trading signals;
- efficient on-line learning and
real-time predictive model inference;
- incorporation, verification, and
correction of experts' beliefs about the markets;
- availability of
explanations of the factors influencing the predictions;
- availability
of a unified framework for complex portfolio management;
- ability to
customize trading styles and market instruments;
- transferring knowledge
from previously seen markets and assets to new markets;
- learning in
situations when limited historical data may be immediately available.
For more technical details, please follow this
link. |
