Sökning: "High Frequency trading"

Visar resultat 1 - 5 av 81 uppsatser innehållade orden High Frequency trading.

  1. 1. Dynamik och tillförlighet i finansiell prognostisering : En analys av djupinlärningsmodeller och deras reaktion på marknadsmanipulation

    M1-uppsats, KTH/Hälsoinformatik och logistik

    Författare :Aya Zawahri; Nanci Ibrahim; [2024]
    Nyckelord :LOB; market manipulation; spoofing; layering; DeepLOB; DeepLOB-Attention; TCN; DeepLOB-seq2seq; DTNN; ITCH; parsing.; LOB; marknadsmanipulation; spoofing; layering; DeepLOB; DeepLOB-Attention; TCN; DeepLOB-seq2seq; DTNN; ITCH; parsing.;

    Sammanfattning : Under åren har intensiv forskning pågått för att förbättra maskininlärningsmodellers förmåga att förutse marknadsrörelser. Trots detta har det, under finanshistorien, inträffat flera händelser, såsom "Flash-crash", som har påverkat marknaden och haft dramatiska konsekvenser för prisrörelserna. LÄS MER

  3. 2. On Predicting Price Volatility from Limit Order Books

    Master-uppsats, Uppsala universitet/Matematiska institutionen

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

    Sammanfattning : 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. LÄS MER

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

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Datalogi

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

    Sammanfattning : 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. LÄS MER

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

    D-uppsats, Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

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

    Sammanfattning : 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. LÄS MER

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

    Master-uppsats, Göteborgs universitet/Graduate School

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

    Sammanfattning : 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. LÄS MER