The feature of several underlying assets requires traders to incorporate the correlation matrix of underlying assets in multi-asset equity options pricing. In this thesis, Monte Carlo simulation methods are used in order to quantify the precision of multi-asset equity options pricing. The...

This master thesis is devoted to Classification and Regression Trees (CART). CART is classification method which uses historical data to construct decision trees. Depending on available information about the dataset, classification tree or regression tree can be constructed. Constructed tree can...

An important empirical fact in financial market is that return distributions are often skewed and heavy-tailed. This paper employs maximum likelihood estimation to estimate the five parameters of generalized hyperbolic distribution, a highly flexible heavy-tailed distribution. The estimation...