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Supply and demand is the primary factor driving the price of stocks. Other factors, such as major financial news, natural disasters, investor reaction to company financials, or pricing speculation, can cause large price fluctuations.

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About Vica

We are enterprise software and consulting company that specializes in systematic trading using quantitative models derived from mathematical and statistical analysis.

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Our Teams are made up of computer scientists, mathematicians, physicists, signal processing experts and statisticians.

Scalable technological architectures for computation and execution

Petabyte-scale data warehouse to assess statistical probabilities for the direction of securities prices in any given market.

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Journal

VMSI INDEX

The Next Market Shock Won’t Announce Itself in VIX

Why volatility is a tradable price — not a structural risk signal VICA Partners | Institutional Market Structure Commentary Abstract ...
VMSI INDEX

CAPM Explains Risk. It Doesn’t Explain Why Prices Hold.

Why modern markets require a structural model — and what VMSI adds that traditional analysis cannot VICA Partners | Institutional ...
VMSI INDEX

Markets Misprice Duration

What Venezuela Reveals About Risk, Oil, and Duration Mispricing VICA Partners | Institutional Market Structure Commentary Abstract Geopolitical shocks consistently ...
VMSI INDEX

China’s Growth Model Is Externally Anchored. Capital Still Prices the Constraint.

VICA Partners | Institutional Market Structure Commentary Abstract Markets are no longer governed by inflation narratives. The dominant risk entering ...

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Journal

VMSI INDEX

Inside the Mechanics of the Market (Week Ahead: February 9, 2026)

Equities Remain Firm as Volatility Resets Summary: Global risk assets remain resilient despite mixed index performance. U.S. equities are holding ...
News

Measuring Monetary Transmission in a Reflexive, Market-Driven System

Procedural Framework for Policy Assessment in Modern Capital Markets Abstract Traditional monetary policy assessment frameworks rely heavily on realized macroeconomic ...
VMSI INDEX

Inside the Mechanics of the Market (Week Ahead: February 1, 2026)

Week Ahead – Resilient Growth, Policy Pause, and Volatility in Check Summary: The global economy’s resilience and easing inflation have ...
VMSI INDEX

Inverse ETFs Are Analog Hedges in a Digital Market

VICA Partners | Institutional Market Structure Commentary, January 2026 Inverse ETFs Are Analog Hedges in a Digital MarketThey trade direction. ...