Essays about: "mathematical finance"
Showing result 1 - 5 of 32 essays containing the words mathematical finance.
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1. A multi-gene symbolic regression approach for predicting LGD : A benchmark comparative study
University essay from Umeå universitet/Institutionen för matematik och matematisk statistikAbstract : Under the Basel accords for measuring regulatory capital requirements, the set of credit risk parameters probability of default (PD), exposure at default (EAD) and loss given default (LGD) are measured with own estimates by the internal rating based approach. The estimated parameters are also the foundation of understanding the actual risk in a banks credit portfolio. READ MORE
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2. Generating Extreme Value Distributions in Finance using Generative Adversarial Networks
University essay from KTH/Matematik (Avd.)Abstract : This thesis aims to develop a new model for stress-testing financial portfolios using Extreme Value Theory (EVT) and General Adversarial Networks (GANs). The current practice of risk management relies on mathematical or historical models, such as Value-at-Risk and expected shortfall. READ MORE
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3. Forecasting Stock Prices Using an Auto Regressive Exogenous model
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : This project aimed to evaluate the effectiveness of the Auto Regressive Exogenous(ARX) model in forecasting stock prices and contribute to research on statisticalmodels in predicting stock prices. An ARX model is a type of linear regression modelused in time series analysis to forecast future values based on past values and externalinput signals. READ MORE
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4. Artificial Intelligence for Option Pricing
University essay from Göteborgs universitet/Institutionen för matematiska vetenskaperAbstract : This thesis addresses the issue of vulnerable underlying assumptions used in option pricing methodology. More precisely; underlying assumptions made on the financial assets and markets make option pricing theory vulnerable to changes in the financial framework. READ MORE
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5. A Model for Estimating Short Interest
University essay from KTH/Matematisk statistikAbstract : The hefty price increases in heavily shorted stocks in the beginning of 2021 indicates that short interest might be an underrated yet important key figure for investors when deciding on whether to take on an investment strategy or not. Most stock exchanges release information regarding the short interest only once a month leaving investors having to make decisions on outdated information. READ MORE