Essays about: "Isabella Ross"

Found 2 essays containing the words Isabella Ross.

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

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

   Author : Isabella Mustén Ross; [2023]
   Keywords : 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;

   Abstract : 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. READ MORE

3. 2. A Crude Awakening: Hedging Exposure in the Global Airline Industry

   University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

   Author : Isabella Ross; Johan Ytterfors; [2016]
   Keywords : risk management; airline industry; financial hedging; operational hedging; operational efficiency;

   Abstract : The fear of high prices and volatility in the price of jet fuel, provides strong justification for airlines to hedge their risk as a means of migrating their exposure to price fluctuations. We determine the effectiveness of financial and operational hedging among European and U.S. airlines. READ MORE