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Quantitative Finance · Glossary

What is Cost-aware optimisation?

Definition 27.2 Research Craft: Predictors, Backtests, Measurement, Portfolios · Chapter 27 — Transaction Costs in Research

Cost-aware optimisation maximises α⊤w−γ2w⊤Σw−C(w−w0)\alpha^\top w - \frac\gamma2 w^\top\Sigma w - C(w - w_0), with CC the cost model of the trade from the current book: here C(d)=∑isi∣di∣+ησi∣di∣3/2A/ViC(d) = \sum_i s_i\lvert d_i\rvert + \eta\sigma_i\lvert d_i\rvert^{3/2}\sqrt{A/V_i} for half spreads sis_i, a fund of size AA and daily traded values ViV_i.

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