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Level 23 · ◆◆◆◆◆ · ~13 min

Almgren–Chriss: Impact vs Risk

Almgren–Chriss: Impact vs Risk

"Make the trader's dilemma precise, then solve it — and discover that the answer is an efficient frontier, not a number."

the execution cost/risk trade-offtemporary and permanent impact in the modelthe efficient frontier of executionrisk aversion and the trading trajectoryurgency and alpha decay
🚀 You're jumping ahead. This builds on VWAP, TWAP & Participation — but play it now and you'll still earn full XP. If it feels steep, those make a gentler on-ramp.

A short lesson, then a quiz. ❤️×3 — a wrong answer costs a heart; finish with at least one left and the level is yours. Lose all three and you'll have to try again. Replay any time — XP and cleared levels are never lost.