Research

Two applications of one factor model.

ARC examines historical return relationships at two levels: across style-factor portfolios and between contracts with comparable modeled exposures. Both applications are estimated from the same model and are presented as research, not forecasts.

Historical factor analysis

Long- and short-side factor returns

Five components. Any subset, either sign. The allocation shown is an illustrative research specification among many permitted by the methodology.

LOW VOLLOW BASISHI MOMHI BASISLOW ACTSHORTLONG

Relative-value research

Relationships at the pair level

The model identifies contracts with comparable modeled exposures and examines their historical divergence and convergence. Thresholds, holding periods and weighting assumptions are elements of the research specification, not trade instructions.

+2σ−2σ

Portfolio-manager workflow

Where the model enters the research process.

ARC is an analytical input. The portfolio manager retains the signal design, portfolio constraints, timing and trading decisions.

01 / Basis

Read curve exposure consistently.

Measure basis across markets and maturities with a common cross-sectional definition.

02 / Factor tilts

Know what drives the strategy.

Distinguish intentional alpha from broad momentum, volatility, liquidity or sector bets.

03 / Residuals

Research what remains unexplained.

Study contract or pair-level returns after systematic exposures have been accounted for.

Additional information

Evaluate the framework with sample data or a representative portfolio.

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