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Risk & Portfolio Construction Explainer

Alpha

Jensen's alpha: α = R_p − [R_f + β(R_m − R_f)], where R_p is portfolio return, R_f the risk-free rate, R_m the market return, and β the portfolio's exposure to the market factor. Generalizes to multi-factor models — Fama-French, Carhart, AQR-style — where alpha is residual excess return after subtracting all priced-factor exposures.

By Orbyd Editorial · AI Fin Hub Team
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Definition

Alpha

Jensen's alpha: α = R_p − [R_f + β(R_m − R_f)], where R_p is portfolio return, R_f the risk-free rate, R_m the market return, and β the portfolio's exposure to the market factor. Generalizes to multi-factor models — Fama-French, Carhart, AQR-style — where alpha is residual excess return after subtracting all priced-factor exposures.

Why it matters

Returns without context are meaningless. A 20% strategy in a 25% market is negative alpha at beta 1; the same 20% with beta 0.3 is roughly 13% alpha. Allocators pay for alpha and refuse to pay for beta. Most strategies marketed as alpha are mostly disguised beta.

How it works

Run a regression of strategy excess returns on benchmark excess returns. The intercept is alpha; the slope is beta. Multi-factor: regress on (market, size, value, momentum) or your chosen factor set. Significance test the intercept — if its t-stat is below 2, the alpha is statistically indistinguishable from zero on that sample.

Example

Long-only equity strategy, 3 years, monthly

Strategy annualized return

14%

Market annualized return

11%

Risk-free rate

3%

Estimated β

0.95

Expected return at β=0.95

3 + 0.95 × (11 − 3) = 10.6%

Alpha

14 − 10.6 = 3.4%

Headline 14% looks great vs 11% market. Once beta is netted out, the alpha is 3.4% — still positive, but only a third of the apparent edge.

Key Takeaways

1

Alpha without a defined factor model is rhetoric, not measurement.

2

Most strategies that claim alpha collapse to near-zero once a 4-factor model is applied.

3

Statistical significance of alpha matters more than the point estimate on short samples.

FAQ

Questions people ask next

The short answers readers usually want after the first pass.

Yes — and most actively managed funds produce negative alpha after fees. That's the empirical case for index investing.

Sources & References

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Planning estimates only — not financial, tax, or investment advice.