Research
MorMag believes rigorous research is the foundation of effective capital allocation. Our analysis combines macroeconomic insight, company-level fundamentals, and long-term structural thinking to identify opportunities across global markets.
Featured Research
Markets as Networks
Financial markets are not simply aggregates of assets. They are networks in which nodes are connected through relationships that transmit information, capital, and risk. At MorMag, this perspective informs a disciplined approach to analysis in which structure, behaviour, and interaction are considered together.
Volatility Is Not Risk
Volatility is a measure of dispersion. Risk is the possibility of adverse outcomes. While the two are related, they are not equivalent. At MorMag, this distinction informs a disciplined approach to risk management, in which volatility is considered alongside a broader set of factors.
Swarmalators
Swarmalators provide a conceptual framework for understanding systems in which spatial organisation and temporal synchronisation are coupled. At MorMag, this perspective reinforces a broader approach to analysis in which markets are understood as evolving, interconnected systems.
Stochastic Volatility Models
Stochastic volatility models represent a significant advancement in the modelling of financial markets. By treating volatility as a dynamic and uncertain process, they capture key features of real-world behaviour. At MorMag, this perspective informs a disciplined approach to quantitative analysis.
Geometric vs Arithmetic Brownian Motion
Modern quantitative finance is built on stochastic models of price behaviour. Geometric and arithmetic Brownian motion represent two foundational approaches to modelling price dynamics. At MorMag, these frameworks are understood not as competing truths, but as complementary tools.
The Bachelier Model
The Bachelier model offers a foundational perspective on financial markets, based on arithmetic Brownian motion and normally distributed price changes. At MorMag, this perspective reinforces a disciplined approach to quantitative analysis, in which models are selected and interpreted within the context of real-world conditions.
The Frictionless Market
The concept of the frictionless market is central to financial theory. It provides a simplified framework in which relationships can be analysed and models can be developed. At MorMag, this distinction informs a disciplined approach to analysis.
The Options Greeks
The Options Greeks provide a fundamental framework for understanding how derivative positions respond to changes in market conditions. At MorMag, this framework is integrated within a broader approach that emphasises probabilistic thinking, behavioural awareness, and system-level understanding.
The Volatility Smile
The volatility smile is one of the most important empirical features of financial markets. It reflects the limitations of classical models, the presence of tail risk, and the influence of behaviour on pricing. At MorMag, this perspective supports a disciplined approach to interpreting markets, in which models are used as tools but not treated as complete representations of reality.
The Black–Scholes Model
The Black–Scholes model remains one of the most important frameworks in finance. It provides a structured approach to pricing derivatives, introduces key concepts such as dynamic hedging, and formalises the role of volatility in valuation. At MorMag, this perspective informs a disciplined approach to quantitative analysis.
Markets Are Not Efficient, They Are Adaptive
Markets are not perfectly efficient, nor are they persistently irrational. They are adaptive systems in which behaviour, information, and competition interact to produce evolving outcomes. At MorMag, this perspective provides a foundation for navigating financial markets with discipline and flexibility.
The Adaptive Market Hypothesis
The Adaptive Market Hypothesis offers a compelling perspective on financial markets as evolving systems shaped by competition, behaviour, and adaptation. At MorMag, this perspective supports an approach grounded in: structured analysis, probabilistic reasoning and continuous adaptation.
The Black–Scholes Equation
The Black–Scholes equation represents a milestone in financial theory, providing a structured approach to pricing derivatives and understanding risk. At MorMag, this balance between structure and awareness informs a disciplined approach to quantitative analysis.
Correlation Is Not Diversification
Diversification is a foundational principle of portfolio construction. Correlation is a valuable tool, but it is not synonymous with diversification. At MorMag, diversification is understood as a function of structure, behaviour, and regime, rather than a static statistical property.
The Kuramoto Model and Financial Markets
Financial markets are often analysed through correlations. The Kuramoto model offers a powerful framework for understanding financial markets as systems in which synchronisation emerges from interaction. At MorMag, this perspective complements probabilistic modelling and regime analysis, supporting a more comprehensive understanding of market behaviour.
The Fisher Transformation in Financial Markets
Financial data is rarely well-behaved. The Fisher Transformation provides a mathematical framework for addressing this issue. At MorMag, this technique is applied within a broader framework that emphasises probabilistic reasoning, disciplined evaluation, and integration across multiple dimensions.
The Alpha Lifecycle
Alpha is not static. It emerges, grows, becomes crowded, and ultimately decays. At MorMag, this perspective informs a disciplined approach in which alpha is not assumed to persist, but is continuously evaluated within the context of an evolving system.
Why Most Alpha Disappears
Most alpha disappears because markets are competitive, adaptive systems. Strategies evolve, conditions change, and the environment adapts. At MorMag, this reality informs a disciplined approach in which alpha is viewed as transient and dynamic.
The Geometry of Suffocation: A Theoretical Study of the Smothered Mate
The smothered mate reveals how apparent safety can mask structural vulnerability. A king, enclosed by its own pieces, is deprived of mobility and ultimately defeated by a single knight. Control collapses not through force, but through constraint and inevitability.
Where Alpha Actually Comes From
Alpha does not arise from a single source. It emerges from the structure of real markets: systems characterised by imperfect information, behavioural dynamics, and strategic interaction. At MorMag, alpha is viewed as the product of disciplined thinking applied across these dimensions.

