Sökning: "Algorithmic Trading"

Visar resultat 1 - 5 av 56 uppsatser innehållade orden Algorithmic Trading.

  1. 1. Riskperception och kundupplevelse: Potentiella kunders syn på automatiserade finansiella robotrådgivare : En kvantitativ studie om unga småsparares möjliga övergång till robotrådgivning och dess påverkan av beslutet

    Kandidat-uppsats, Södertörns högskola/Företagsekonomi

    Författare :Gabriel Ibrahim; Carolin Shemoun; [2023]
    Nyckelord :Trust; Robo-advisor; Robo-advising; Automated financial advisors; Human financial advisers; Benefit; Strength; Fintech; Algorithmic trading; Willingness; Perceived risk; Artificial intelligence;

    Sammanfattning : Bakgrund: Bakgrunden presenterar digitaliseringens utveckling och jämför det med media som tidigare varit analogt. Därefter redogörs för utvecklingen av automatiserade finansiella rådgivare och de utvecklingsstadier det genomgått. LÄS MER

  3. 2. Statistical Modelling of Price Difference Durations Between Limit Order Books: Applications in Smart Order Routing

    Master-uppsats, KTH/Matematisk statistik

    Författare :Hannes Backe; David Rydberg; [2023]
    Nyckelord :Smart Order Routing; Market Microstructure; Statistical Modelling; Survival Analysis; Kaplan-Meier; Cox Proportional Hazards; Random Survival Forest; Smart Order Routing; Marknadsmikrostruktur; Statistisk Modellering; Överlevnadsanalys; Kaplan-Meier; Cox Proportional Hazards; Random Survival Forest;

    Sammanfattning : The modern electronic financial market is composed of a large amount of actors. With the surge in algorithmic trading some of these actors collectively behave in increasingly complex ways. Historically, academic research related to financial markets has been focused on areas such as asset pricing, portfolio management and financial econometrics. LÄS MER

  4. 3. A Study on Algorithmic Trading

    Kandidat-uppsats, KTH/Hälsoinformatik och logistik

    Författare :Philip Hägg; [2023]
    Nyckelord :Algorithms; financial engineering; software engineering; algorithmic trading; tech- nical analysis; Algoritmer; Finansiell matematik; Mjukvaruutveckling; Algoritmisk aktiehandel; Teknisk analys;

    Sammanfattning : Algorithms have been used in finance since the early 2000s and accounted for 25% of the market around 2005. In this research, algorithms account for approximately 85% of the market. The challenge faced by many investors and fund managers is beating the Swedish market index OMXS30. LÄS MER

  5. 4. An Artificial Neural Network Approach to Algorithmic Trading

    Master-uppsats, Lunds universitet/Matematisk statistik

    Författare :Timmie Bengtsson; [2023]
    Nyckelord :Financial Markets; Machine Learning; Long Short-Term Memory; Gated Recurrent Unit; Recurrent Neural Networks; Time Series Analysis; Algorithmic Trading; Mathematics and Statistics;

    Sammanfattning : The field of machine learning has advanced significantly in recent decades, and, at the same time, computational power has improved to the point where training large machine learning models, such as artificial neural networks, is now accessible. Consequently, there has been a rise in the use of these models within the financial sector, with some firms leveraging them to assist with investment decisions. LÄS MER

  7. 5. LSTM-based Directional Stock Price Forecasting for Intraday Quantitative Trading

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Isabella Mustén Ross; [2023]
    Nyckelord :Deep Learning; Long-Short-Term-Memory LSTM ; ARIMA; Financial Time Series Forecasting; Algorithmic Trading; Intraday Trading; Stock Prediction; Djupinlärning; LSTM; ARIMA; finansiella tidsserier; algoritmisk aktiehandel; intradagshandel; aktieprediktion;

    Sammanfattning : Deep learning techniques have exhibited remarkable capabilities in capturing nonlinear patterns and dependencies in time series data. Therefore, this study investigates the application of the Long-Short-Term-Memory (LSTM) algorithm for stock price prediction in intraday quantitative trading using Swedish stocks in the OMXS30 index from February 28, 2013, to March 1, 2023. LÄS MER