The MorMag Market Scanner
From Signal Detection to Opportunity Mapping
The MorMag Market Scanner is conceived as a foundational system for identifying securities that may exhibit favourable statistical characteristics. By analysing large datasets and applying machine learning techniques, the scanner generates signals designed to highlight potential outperformers across the market.
However, beyond its role as a signal detection tool, the scanner serves a broader function: it acts as a system for mapping opportunity across the market landscape.
The Market as a Distribution
Rather than viewing the market as a collection of individual securities, the scanner approaches it as a distribution of potential outcomes.
Each security represents a point within this distribution, characterised by:
expected return
probability of positive movement
associated risk
The objective of the scanner is not simply to identify isolated opportunities, but to understand how these opportunities are distributed across the market at any given time.
Ranking as Information Compression
One of the central challenges in analysing large market universes is the volume of information involved. Thousands of securities generate continuous streams of data, making it difficult to identify where attention should be focused. The scanner addresses this through ranking. By converting model outputs into a structured ranking system, the scanner compresses complex information into a format that can be interpreted quickly and consistently.
Ranking therefore acts as a form of information compression, allowing analysts to move from broad market analysis to targeted investigation.
Relative, Not Absolute Signals
An important feature of the scanner is its focus on relative evaluation. Signals are not interpreted in isolation, but in comparison to the broader market.
A security may exhibit a positive expected return, but its attractiveness depends on how it compares to other available opportunities. This relative framework reflects the reality that capital allocation is inherently competitive.
Investors are not choosing whether to invest in a single asset, but how to allocate capital across multiple alternatives.
Temporal Dynamics
Opportunities identified by the scanner are not static. Market conditions evolve, and signals change accordingly.
This introduces a temporal dimension to the scanner’s outputs:
signals may strengthen or weaken over time
rankings may shift as new data becomes available
previously identified opportunities may lose relevance
Understanding these dynamics is essential for interpreting the scanner’s results. Rather than providing fixed recommendations, the system offers a continuously updating view of the market landscape.
From Detection to Interpretation
While the scanner highlights potential opportunities, it does not replace analysis. Its outputs are best understood as starting points for further investigation.
Once a security is identified, additional layers of analysis may be applied, including:
fundamental evaluation
macroeconomic context
risk assessment
This layered approach ensures that systematic signals are integrated into a broader decision-making process.
Opportunity Mapping
At a higher level, the scanner can be viewed as a tool for mapping the structure of opportunity within the market.
By analysing how signals are distributed across sectors, regions, and asset classes, it provides insight into:
where opportunities are concentrated
how market conditions are evolving
which areas may warrant increased attention
This perspective shifts the scanner’s role from identifying individual trades to understanding the topology of the market itself.
Conclusion
The MorMag Market Scanner is positioned as the starting point in a broader analytical framework, extending beyond signal detection to function as a system for mapping opportunity across financial markets.
By combining probabilistic modelling, ranking, and continuous updating, it provides a structured view of how potential opportunities are distributed and how they evolve over time. In doing so, it establishes the foundation for a more informed and systematic approach to navigating complex market environments.
