Concept

Alpha

Alpha is a Statistics concept. The Library holds 2 implementations, each one a working definition you can pull into Quant.

Jensen

Top Alpha indicators

2 total

What is Alpha?

Alpha is the part of an asset's or strategy's return that its market exposure does not explain. In Jensen's classic formulation, regress the asset's returns in excess of the risk-free rate on the benchmark's excess returns using linear regression: the slope of that fit is beta, and the intercept is alpha. Positive alpha means the asset earned more over the window than its benchmark sensitivity alone would have predicted; negative alpha means it earned less.

Alpha is an estimate, not a property. It changes with the benchmark chosen, the lookback window, and the return frequency, and short-window readings are noisy. Chart and screener implementations usually compute it as a rolling regression intercept against a reference index, which makes it a relative-performance lens: it shows who is outrunning their market exposure right now, with no promise the outrunning continues.

How traders use it

  • Screening: ranking symbols by rolling alpha against an index surfaces names outperforming beyond what their beta explains, a shortlist for further work rather than a buy list.
  • Strategy evaluation: computing alpha on backtest returns separates timing or selection skill from returns that are simply market exposure in disguise; a system with high raw returns and near-zero alpha is mostly repackaged beta.
  • Portfolio reads alongside beta: near-zero beta with positive alpha describes a return stream largely independent of the index, very different from a high-beta book with the same headline return.

Related concepts · Relationships

Concept family

Statistics

45 concepts mapped · 37 in the Library

Alpha FAQ

How is alpha calculated?

The Jensen method regresses the asset's excess returns (returns minus the risk-free rate) on the benchmark's excess returns. The regression intercept is alpha: the average return left over after the beta-scaled market contribution is removed. Simplified chart versions often skip the risk-free adjustment and report the raw regression intercept over a rolling window; at daily or intraday return frequencies the difference is usually small because the per-period risk-free rate is tiny.

Does positive alpha mean a real edge?

Not by itself. Alpha estimates move with benchmark choice, window length, and plain luck, and a strategy can print positive alpha in one sample and lose it in the next. It is evidence worth weighing, strongest when it persists across windows and survives realistic costs, but past alpha is not a guarantee of future alpha.

Build Alpha your way.

Quant writes, tests, and refines it with you — then it runs on LuxAlgo charting or ports to TradingView.