Essays about: "Option expiration effect"
Found 3 essays containing the words Option expiration effect.
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1. Option Expiration Day Impact on Underlying Stock Return- A Study on the Swedish Option Market
University essay from Lunds universitet/Företagsekonomiska institutionenAbstract : Research questions: Is there significant change in the stock return on option expiration dates in the underlying stock? Does the net open interest have an effect on the return of the underlying stock on option expiration day? Purpose: The purpose of the bachelor's thesis is to study whether there is a significant difference in the stock returns on option expiration dates in relation to the net open interest of the underlying stocks within the OMXS30 index. Methodology: A quantitative study using a deductive approach to statistically describe the relationship between the daily stock return with open interest and traded volume. READ MORE
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2. Predicting the Options Expiration Effect Using Machine Learning Models Trained With Gamma Exposure Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The option expiration effect is a well-studied phenome, however, few studies have implemented machine learning models to predict the effect on the underlying stock market due to options expiration. In this paper four machine learning models, SVM, random forest, AdaBoost, and LSTM, are evaluated on their ability to predict whether the underlying index rises or not on the day of option expiration. READ MORE
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3. Algorithmic Trading and Prediction of Foreign Exchange Rates Based on the Option Expiration Effect
University essay from KTH/Matematisk statistikAbstract : The equity option expiration effect is a well observed phenomenon and is explained by delta hedge rebalancing and pinning risk, which makes the strike price of an option work as a magnet for the underlying price. The FX option expiration effect has not previously been explored to the same extent. READ MORE