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— CEST · Vienna
Vienna 48.21°N · Singapore 1.35°N
Vol. II · No. 038
Thursday, 27 August 2026 — A.D.
Research · Working paper

Abstract

This paper presents a novel approach to quantifying execution risk in fragmented liquidity venues. We utilize a proprietary stochastic model to estimate slippage probability under varying volatility regimes.

### 1. Data Processing in R

The initial data cleaning was performed using R. We filtered for anomalous trade prints that deviated more than 3 sigma from the VWAP.

### 2. Results

The model demonstrates a 14% reduction in execution costs compared to standard TWAP algorithms.

Full Working Paper

Below is the full PDF documentation of the model and backtest results. -

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№ 02 20 MAY 2026

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