This talk is on a particular type of self-exciting process. In focus of this talk is study of stability under coefficients previously not touched in literature while local tails are proved as lemma. The tree structure and domination structure are observed and explicitly used in proofs. The main stability result lifts condition of 1-Lipschitz continuity that was previously imposed in Brémaud-Massoulié. First result replaces 1-Lipschitz condition with continuous modulus of continuity and second result allows jumps under some additional but natural assumptions. Generalizations and ramifications are provided. At the end we discuss applications to finance.
The importance of price impact in HFT is outlined via well known phenomena of micro-price. We look at price impact as macro phenomena and for its explanation turn to micro phenomena, specifically to order book dynamics modeled via multi-dimensional Hawkes processes. We then show that on the level of first-moment simplification of the model that this type of order book implies well known phenomena of price impact observed by Almgren and more precise one proposed by Gatheral.
We use stationary processes and ergodic theory to study high frequency trading and technical analysis. Our discussion is based on data from Chinese markets.
This will be the last session of the quarter and the last week on basic fixed income math. In the winter quarter we will cover stochastic models of interest rate volatility, beginnig with the Heston model.