Please use this identifier to cite or link to this item:
http://arks.princeton.edu/ark:/88435/dsp01fn1071301
Title: | BITCOIN: CURRENCY OR COMMODITY A Look into Classifying Everybody’s Favorite Cryptocurrency |
Authors: | Zhao, David |
Advisors: | Cheridito, Patrick |
Department: | Operations Research and Financial Engineering |
Class Year: | 2015 |
Abstract: | Because of its rapid rise and increasing popularity, Bitcoin commands more than just a diehard regiment of believers. With interest from multiple parties across a variety of fields, the cryptocurrency would benefit from a clearer classification of its status as an asset. We focus on currencies and commodities as viable standards of comparison and use a plethora of metrics to characterize Bitcoin. Such techniques include, but are not limited to, GARCH(1, 1) models and Garman-Kolhagen-based option pricing models. Due to the idiosyncrasies of Bitcoin, we have to make some assumptions about interest rate and liquidity. Following, we find that Bitcoin seems to behave like a currency with respect to fit of a GARCH(1, 1) model based on the Ljung-Box test on residuals and appears to behave like a commodity in terms of price variance. |
Extent: | 118 pages |
URI: | http://arks.princeton.edu/ark:/88435/dsp01fn1071301 |
Type of Material: | Princeton University Senior Theses |
Language: | en_US |
Appears in Collections: | Operations Research and Financial Engineering, 2000-2019 |
Files in This Item:
File | Size | Format | |
---|---|---|---|
PUTheses2015-Zhao_David.pdf | 2.03 MB | Adobe PDF | Request a copy |
Items in Dataspace are protected by copyright, with all rights reserved, unless otherwise indicated.