Execution and price impact

  1. The implementation shortfall: Paper versus reality

    André F. Perold · 1988 · Beginner

    Defines implementation shortfall, the gap between paper and real portfolio returns. The benchmark most execution algorithms target.

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  2. Optimal control of execution costs

    Dimitris Bertsimas, Andrew W. Lo · 1998 · Intermediate

    Dynamic programming for splitting a large order to minimise expected cost. The first formal optimal-execution model.

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  3. Optimal execution of portfolio transactions

    Robert Almgren, Neil Chriss · 2001 · Intermediate

    The mean-variance trade-off between impact cost and timing risk gives an efficient frontier of execution schedules. The model behind most implementation-shortfall algos.

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  4. Direct Estimation of Equity Market Impact

    Robert Almgren, Chee Thum, Emmanuel Hauptmann et al. · 2005 · Intermediate

    Calibrates permanent and temporary impact on a large broker's US equity orders. Temporary impact grows roughly with participation rate to the power 0.6.

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  5. Optimal trading strategy and supply/demand dynamics

    Anna A. Obizhaeva, Jiang Wang · 2013 · Advanced

    Execution against a resilient order book: trade an initial block, then continuously, then a final block, with the mix set by how fast the book refills.

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  6. Anomalous Price Impact and the Critical Nature of Liquidity in Financial Markets

    Bence Tóth, Yves Lempérière, Cyril Deremble et al. · 2011 · Intermediate

    Evidence and a mechanism for the square-root impact law (impact ∝ σ√(Q/V)) from a fund's own metaorders.

    Free version ↗
  7. Optimal order placement in limit order markets

    Rama Cont, Arseniy Kukanov · 2017 · Advanced

    How to split an order across venues and between limit and market orders given fill probabilities. A blueprint for a smart order router.

    Free version ↗
  8. Trading Costs

    Andrea Frazzini, Ronen Israel, Tobias J. Moskowitz · 2018 · Intermediate

    Real execution costs from a large asset manager's live trades are far below the academic estimates, so more anomalies survive costs than commonly assumed.

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