CAPM Explains Risk. It Doesn’t
- Matthew Krumholz
- 12 January 2026
Why modern markets require a structural model — and what VMSI adds that traditional analysis cannot VICA Partners | Institutional
Markets Misprice Duration
- Matthew Krumholz
- 03 January 2026
What Venezuela Reveals About Risk, Oil, and Duration Mispricing VICA Partners | Institutional Market Structure Commentary Abstract Geopolitical shocks consistently
Latest
The Next Market Shock Won’t Announce Itself in VIX
Why volatility is a tradable price — not a structural
CAPM Explains Risk. It Doesn’t Explain Why Prices Hold.
Why modern markets require a structural model — and what
Markets Misprice Duration
What Venezuela Reveals About Risk, Oil, and Duration Mispricing VICA
China’s Growth Model Is Externally Anchored. Capital Still Prices the Constraint.
VICA Partners | Institutional Market Structure Commentary Abstract Markets are
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.
Vica is a leader in identifying patterns that’s others can’t see
Vica Metrics Matter
Hedge Fund Ranking
Investment Company
Industry Trends
Press, Headlines and PR
Newsletter Services
Public Sentiment
Ratings
Government Reports
Geopolitical Events
Education and Resources
Company Earnings and Guidance
Technicals Analyst Observations
About Vica
We are enterprise software and consulting company that specializes in systematic trading using quantitative models derived from mathematical and statistical analysis.
Vica Advantage
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.
Most Popular
The Next Market Shock Won’t Announce Itself in VIX
Why volatility is a tradable price — not a structural
CAPM Explains Risk. It Doesn’t Explain Why Prices Hold.
Why modern markets require a structural model — and what
Markets Misprice Duration
What Venezuela Reveals About Risk, Oil, and Duration Mispricing VICA
China’s Growth Model Is Externally Anchored. Capital Still Prices the Constraint.
VICA Partners | Institutional Market Structure Commentary Abstract Markets are
Stocks Are Rising — But Fewer and Fewer Stocks Are Doing the Work
VICA Institutional Confidence Indicator (VMSI®) Report | December 19, 2025
Markets Are Stable — But Only Because Structure Is Carrying the Load
VICA Market Sentiment Index (VMSI) Report | December 12, 2025,
Journal
The Next Market Shock Won’t Announce Itself in VIX
CAPM Explains Risk. It Doesn’t Explain Why Prices Hold.
Markets Misprice Duration
China’s Growth Model Is Externally Anchored. Capital Still Prices the Constraint.
Investors
Sign up to receive our latest research on the forces shaping global economies and markets.
Journal

The Next Market Shock Won’t Announce Itself in VIX
Why volatility is a tradable price — not a structural

CAPM Explains Risk. It Doesn’t Explain Why Prices Hold.
Why modern markets require a structural model — and what

Markets Misprice Duration
What Venezuela Reveals About Risk, Oil, and Duration Mispricing VICA

China’s Growth Model Is Externally Anchored. Capital Still Prices the Constraint.
VICA Partners | Institutional Market Structure Commentary Abstract Markets are