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

News

Universal Tariff Shock: The Market’s Structural Repricing Has Begun

VICA Research – April 3, 2025 In this analysis, we break down the real-time market impact of President Trump’s sweeping ...
News

The Silent Rotation: What the Smart Money Is Actually Doing Right Now

Beneath the surface of market activity, institutional capital is quietly realigning — and only the technically proficient will recognize the ...
News

VMSI Rises to 55.2 as Institutions Rebuild Exposure, Smart Capital Stays Cautious

VMSI Gauge Chart — Displaying Current Sentiment and Risk Level The VMSI gauge indicates a current sentiment score of 55.2, ...
News

The VDRT Imperative: Ending Algorithmic Trading’s Greatest Flaw — Market Instability

Key Takeaway: Traditional algorithmic trading models frequently misfire during volatile conditions, generating false signals that add to market instability. The ...

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Journal

VMSI INDEX

Capital Turns a Corner: Institutions Begin to Lean In

VMSI Climbs to 52.7 as Institutions Shift Toward Cautious Optimism June 5, 2025 | VICA Research VICA Partners Research’s VMSI ...
RESEARCH

Why the Debt Alarm Is the Best News for Long-Term Investors in a Decade

By VICA Partners | June 2025 Every few years, financial headlines rediscover U.S. government debt. The tone is always urgent. ...
News

Cautious Confidence Builds as VMSI Brushes Recovery Line

Cautious Optimism Builds as Defensive Posture Persists May 30, 2025 | VICA Research VICA Partners Research’s VMSI © shows where ...
CREDIT MARKETS

Strategic Note: Yield Curve Steepening Signals a New Regime for Capital Allocators

The Setup:Long-term U.S. Treasury yields are rising sharply — not just as a headline, but as a structural pivot. After ...