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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

EDUCATION

Mean Reversion

The opposite of “extrapolation bias” or “recency bias” is known as “mean reversion” or “regression to the mean.” Mean reversion ...
MARKETS TODAY

Dow Closes Up +400 Points, Regional-Bank Shares Rebound Off Western Alliance

MARKETS TODAY May 17th, 2023 (Vica Partners) Yesterday US Markets finished lower, S&P 500 -0.64%, DOW -1.01% and the Nasdaq ...
EDUCATION

Quants, or quantitative analysts, can provide valuable insights and teach everyday investors (read how)

Quants, or quantitative analysts, can provide valuable insights and teach everyday investors a variety of concepts and strategies. Here are ...
MARKETS TODAY

Wall Street Sells-Off as Retail Sales Miss Expectations, Mega Cap Tech Continues Higher

MARKETS TODAY May 16th, 2023 (Vica Partners) Yesterday US Markets finished moderately higher, S&P 500 +0.30%, DOW +0.14% and the ...

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Journal

VMSI INDEX

One Bold Convexity Bet: Markets Run on Structure, Not Sentiment

VMSI Institutional Market Intelligence Report – Week Ending September 11, 2025 (Published September 12, 2025) Weekly Summary – Week Ending ...
News

The Fade That Wasn’t: Why Convexity Keeps Pullbacks From Breaking the Market

VMSI Institutional Market Intelligence Report — Week Ending September 4, 2025 Source: VICA Partners VMSI © — Data: Proprietary models ...
News

Institutions Hold Firm as Powell Looms, Macro Forces Still Favor Risk

VMSI Institutional Market Intelligence Report — August 28, 2025 Source: VICA Partners VMSI © — Data: Proprietary models & public ...
VMSI INDEX

Institutions Balance Risk Ahead of Powell as Macro Support Holds

VMSI Institutional Market Intelligence Report — August 21, 2025 Source: VICA Partners VMSI © — Data: Proprietary models & public ...