by Carmine Ventre, Maria Polukarov, Ziyi Wang
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Suggested foundations for market microstructure and execution and volatility models and surfaces. Specialist prerequisites vary by paper.
Read bid, ask, depth and queue-based market state.
Understand why fills and order flow can carry information.
Follow diffusion-based models and their assumptions.
Separate conditional volatility from observed returns.
Connect trading speed and size to execution cost.
Measure execution relative to the decision price.
Study a correlated stochastic-variance model.
Learn the trading state and execution trade-off before evaluating reinforcement-learning market makers.
Start in discrete time, move to Brownian motion, then read the original pricing argument and simulate it.