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Quantitative Trading: Algorithms, Analytics, Data, Models, Optimization

Quantitative Trading: Algorithms, Analytics, Data, Models, Optimization

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Quantitative Trading: Algorithms, Analytics, Data, Models, Optimization
The first part of this book discusses institutions and instruments of algorithmic trading, market micro-structure, high-frequency data and stylized facts, time and event aggregation, order book dynamics, trading strategies and algorithms, transaction costs, market impact and execution strategies, risk analysis, and management. The second part goes over market impact models, network models, multi-asset trading, machine […]
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The first part of this book discusses institutions and instruments of algorithmic trading, market micro-structure, high-frequency data and stylized facts, time and event aggregation, order book dynamics, trading strategies and algorithms, transaction costs, market impact and execution strategies, risk analysis, and management. The second part goes over market impact models, network models, multi-asset trading, machine learning techniques, and nonlinear filtering. The third part discusses electronic market making, liquidity, systemic risk, recent developments and debates on the subject.

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