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Deep Calibration of Market Simulations using Neural Density Estimators and Embedding Networks
The ability to construct a realistic simulator of financial exchanges, including reproducing the dynamics of the limit order book, can give insight into many counterfactual scenarios, such as a flash crash, a margin call, or changes in macroeconomic outlook.
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