Essays about: "Option Expiration Day"
Found 2 essays containing the words Option Expiration Day.
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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
