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Visar resultat 1 - 5 av 7 uppsatser som matchar ovanstående sökkriterier.

1. 1. Pricing and Hedging American-Style Options withDeep Learning: Algorithmic implementation

   Master-uppsats, Uppsala universitet/Analys och partiella differentialekvationer

   Författare :Mohammed Moniruzzaman Khan; [2023]
   Nyckelord :;

   Sammanfattning : This thesis aims at evaluating and implementing Longstaff & Schwarz approach for approximating the value of American options. American options are generally hard to value, exercised at any time up to its expiration and moreover, there is no closed- form solution for an American option’s price. LÄS MER

3. 2. Powering up profits - Integrating Power Purchase Agreements and Battery Systems for Nordic Power Futures

   Master-uppsats, Lunds universitet/Institutionen för energivetenskaper

   Författare :William Thorwaldson; Ellen Jinglöv; [2023]
   Nyckelord :Power Purchase Agreements; Financial Power Trading; Battery Energy Storage Systems; Power Futures; Technology and Engineering;

   Sammanfattning : This master’s thesis aims to assess the profitability and the factors impacting the profitability of entering a short position in financial derivative contracts on the Nordic power market while procuring electricity through a pay-as-produced power purchase contract and on the day-ahead (DA) market, simultaneously the strategy utilizes a battery storage system to mitigate the effects of price spikes. The research adopted a mixed-method approach by combining quantitative analysis with qualitative findings. LÄS MER

4. 3. Pricing and Hedging of Financial Instruments using Forward–Backward Stochastic Differential Equations : Call Spread Options with Different Interest Rates for Borrowing and Lending

   Master-uppsats, Mälardalens universitet/Akademin för utbildning, kultur och kommunikation

   Författare :Abigail Hailu Berta; [2022]
   Nyckelord :Backward stochastic differential equations BSDEs ; Markovian BSDEs; Least square Monte Carlo method; Deep BSDE method; Nonlinear option pricing and hedging problems; Pricing and hedging in high dimensions.;

   Sammanfattning : In this project, we are aiming to solve option pricing and hedging problems numerically via Backward Stochastic Differential Equations (BSDEs). We use Markovian BSDEs to formulate nonlinear pricing and hedging problems of both European and American option types. LÄS MER

5. 4. Option Modelling by Deep Learning

   Kandidat-uppsats, Göteborgs universitet/Institutionen för nationalekonomi med statistik

   Författare :Niclas Klausson; Victor Tisell; [2021-02-10]
   Nyckelord :Deep learning; deep hedging; generative adversial networks; arbitrage pricing;

   Sammanfattning : In this thesis we aim to provide a fully data driven approach for modelling financial derivatives, exclusively using deep learning. In order for a derivatives model to be plausible, it should adhere to the principle of no-arbitrage which has profound consequences on both pricing and risk management. LÄS MER

7. 5. Deep Learning and the Heston Model:Calibration & Hedging

   Kandidat-uppsats, Göteborgs universitet/Institutionen för nationalekonomi med statistik

   Författare :Oliver Klingberg Malmer; Victor Tisell; [2020-07-03]
   Nyckelord :deep learning; deep hedging; deep calibration; option pricing; stochastic volatilty; Heston model; S P 500 index options; incomplete markets; transaction costs;

   Sammanfattning : The computational speedup of computers has been one of the de ning characteristics of the 21st century. This has enabled very complex numerical methods for solving existing problems. As a result, one area that has seen an extraordinary rise in popularity over the last decade is what is called deep learning. LÄS MER