Essays about: "forex"

Showing result 1 - 5 of 14 essays containing the word forex.

  1. 1. Tackling Non-Stationarity in Reinforcement Learning via Latent Representation : An application to Intraday Foreign Exchange Trading

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Adriano Mundo; [2023]
    Keywords : Reinforcement Learning; Latent Representation; VAE; Non-Stationary; FQI; FX Trading; Förstärkningsinlärning; Latent representation; VAE; Icke-stationär; FQI; FX handel;

    Abstract : Reinforcement Learning has applications in various domains, but the typical assumption is of a stationary process. Hence, when this hypothesis does not hold, performance may be sub-optimal. READ MORE

  3. 2. Predicting Forex Rates using Sentiment Analysis on Financial Articles

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Arvid Gramer; Simon Danielsson; [2023]
    Keywords : Forex; efficient market hypothesis; sentiment analysis; transformer; long-short term memory; Business and Economics;

    Abstract : We develop a deep learning model that uses financial news articles and historical exchange rates to predict the rate for the Euro/US Dollar currency pair one hour ahead. From the articles’ titles and bodies we extract sentiment scores using two different transformer based classifiers – one for short text and one for long text. READ MORE

  4. 3. Exchange Rate Risk and Forecasting

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Ian Wallgren; [2022]
    Keywords : Exchange rate risk; exchange rate forecasting; Autoregressive Integrated Moving Average ARIMA ; Uncovered Interest Rate Parity UIRP ; Business and Economics;

    Abstract : Since the collapse of the Bretton Woods system, the system of fixed exchange rates amongst principal industrial countries, in the early 1970s, a new era began, introducing the floating exchange rate regime. Since the inception of the floating rate regime, the general interest in forecasting exchange rate movements has grown considerably. READ MORE

  5. 4. Prediction of Currency Pairs : Statistical relations between futures and forward contracts

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Anna Aronsson; Elsa Kjellén; [2021]
    Keywords : ;

    Abstract : Forecasting prices is a widely extended topic on the financial markets and is used by traders all over the world to make profitable trades. However, there exists a limited amount of research regarding the relation between the price movements of futures and forward contracts. READ MORE

  6. 5. An Application of the Continuous Wavelet Transform to Financial Time Series

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Klas Eliasson; [2018]
    Keywords : Wavelets; Continuous Wavelet Transform; CWT; Financial Time Series; Currency Trading; Technology and Engineering;

    Abstract : Wavelet theory, which shares fundamental concepts with windowed Fourier analysis, introduces the notion of scale in an effort to aid in joint time-frequency analysis. Having century-old roots, much of the essential research on the subject of wavelets was conducted during the 1970s and 1980s. READ MORE