Essays about: "High Frequency Trading"

Showing result 1 - 5 of 66 essays containing the words High Frequency Trading.

1. 1. On Predicting Price Volatility from Limit Order Books

   University essay from Uppsala universitet/Matematiska institutionen

   Author : Reza Dadfar; [2023]
   Keywords : General Compound Hawkes Process; Limit Order Book LOB ; High- Frequency Trading; Price Volatility; Markov Chain.;

   Abstract : Accurate forecasting of stock price movements is crucial for optimizing trade execution and mitigating risk in automated trading environments, especially when leveraging Limit Order Book (LOB) data. However, developing predictive models from LOB data presents substantial challenges due to its inherent complexities and high-frequency nature. READ MORE

3. 2. A Quantitative Framework for Constructing a Multi-Asset CTA with a Momentum-Based Approach

   University essay from Uppsala universitet/Datalogi

   Author : Rebecca Fällström; [2023]
   Keywords : Commodity trading advisors; CTA; trend-following; momentum strategies; risk parity; equally weighted; Markowitz weights; optimization;

   Abstract : Commodity Trading Advisors (CTAs) have gained popularity due to their abilities to generate an absolute return strategy. Little is known about how CTAs work and what variables are important to tune in order to create a profitable strategy. READ MORE

4. 3. Hybrid Instruments and the Role played by Credit Rating Agencies and IAS 32

   University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

   Author : Federico Renzi; Christoffer Abrahamsson; [2023]
   Keywords : Hybrid Instruments; IAS 32; Credit Rating; Equity; Debt;

   Abstract : Financial instruments with characteristics of equity (FICEs) are complex securities that have features lying in between equity and liability, making their classification particularly challenging. This paper has therefore explored several under-researched areas related to the issuance of FICEs by publicly trading European companies. READ MORE

5. 4. High-Frequency Market Reactions to Unscheduled Stock-Speci c News- An Empirical Analysis of the Intraday Market Dynamics of the Stockholm Stock Exchange

   University essay from Göteborgs universitet/Graduate School

   Author : Olle Ekesryd; Tom Carlson; [2022-06-29]
   Keywords : unscheduled news; intraday; e cient market hypothesis; high-frequency trading; sentiment analysis;

   Abstract : This study examines the e ect of unscheduled stock-speci c news on stock char- acteristics of the Swedish stock market and evaluates the opportunity of con- structing a news trading strategy. It especially focuses on volume and volatility reactions between sixty minutes prior to and after the news releases. READ MORE

6. 5. Reinforcement Learning for Market Making

   University essay from KTH/Matematisk statistik

   Author : Simon Carlsson; August Regnell; [2022]
   Keywords : Reinforcement learning; Market making; Deep reinforcement learning; Limit order book; Algorithmic trading; High-frequency trading; Machine learning; Artificial intelligence; Q-learning; DDQN; Förstärkningsinlärning; Market making; Djup förstärkningsinlärning; Limitorderbok; Algoritmisk handel; Högfrekvenshandel; Maskininlärning; Artificiell intelligens; Q-learning; DDQN;

   Abstract : Market making – the process of simultaneously and continuously providing buy and sell prices in a financial asset – is rather complicated to optimize. Applying reinforcement learning (RL) to infer optimal market making strategies is a relatively uncharted and novel research area. READ MORE