Princeton University Library Catalog

An Examination of Stochastic Models for Crude Oil

Author/​Artist:
Efthimion, Christina [Browse]
Format:
Senior thesis
Language:
English
Advisor(s):
Fan, Jianqing [Browse]
Department:
Princeton University. Department of Operations Research and Financial Engineering [Browse]
Class year:
2015
Description:
88 pages
Restrictions note:
Walk-in Access. This thesis can only be viewed on computer terminals at the Mudd Manuscript Library.
Summary note:
This thesis is going to compare different commodity spot price models, which have one, two or three stochastic factors. Specifically, it is going to compare how the different models are able to accurately model WTI Crude Oil spot prices. In order to do this, we will look at what makes each model different and then use Maximum Likelihood Estimation (MLE) and Kalman Filtering to estimate the parameters for each model. This will give us the tools to be able to compare the models based on the accuracy of their spot price predictions and parameter estimation. The analysis will show us how having more factors allows us to more accurately estimate spot prices and volatility.