Attribution & factors
Tracking Error
Tracking Error is the standard deviation of the difference between portfolio returns and benchmark returns, annualised.
Also known as: active risk · TE
Tracking Error (TE) is the volatility of the active return — the portfolio return minus the benchmark return — annualised. It quantifies how far an active manager can drift from the benchmark. A truly index-tracking ETF has TE close to zero; an unconstrained active manager has TE in the 4-8% range; a long-short hedge fund might have TE of 15% or higher.
Formula
TE = stdev( R_p − R_b ) × √252 (annualised)Sometimes computed as the standard deviation of the ε residuals in the CAPM regression — the two definitions coincide when β = 1.
Why TE matters
- ·It bounds the worst-case drift from benchmark: roughly 2× TE is the 95% one-year confidence interval.
- ·It is the denominator of the Information Ratio (IR = α / TE), the canonical "alpha per unit of active risk" measure.
- ·Institutional mandates use it to constrain managers — a Pension fund "TE budget" of 2% caps how far the manager can deviate.
TE thresholds in practice
- ·TE < 0.5% — pure index tracking. Anything more is implementation slippage.
- ·TE 0.5-2% — "enhanced" indexing or tilted passive.
- ·TE 2-6% — typical active long-only.
- ·TE > 8% — high-conviction concentrated or long-short.
How MEDGE Capital uses Tracking Error
TE is reported in the Compare report next to β, α and R² — the four numbers that summarise the relationship between a portfolio and its benchmark. The Information Ratio (α / TE) is derived and shown beside Sharpe and Sortino so the user can rank strategies on active-risk efficiency.
See also
Beta
Beta (β) is the slope of the regression of a portfolio's returns on a benchmark's returns — the sensitivity of the portfolio to the benchmark.
Alpha
Alpha (α) is the excess return of a portfolio relative to the return predicted by its market beta, typically estimated via regression.
Information Ratio
The Information Ratio is annualised excess return over a benchmark divided by Tracking Error — the Sharpe-equivalent for active managers.