Comparison of warrant pricing models

Thesis title: Comparison of warrant pricing models
Author: Karpišová, Iveta
Thesis type: Diploma thesis
Supervisor: Witzany, Jiří
Opponents: Kravtsov, Oleg
Thesis language: English
Abstract:
The theme of this master’s thesis is warrant pricing methods. Four models will be presented, the benchmark Black-Scholes model originally developed for option pricing, the diluted version, the Galai-Schneller model and the Ukhov model implementing the firm volatility. Fourteen warrants quoted on the Hong Kong Stock Exchange are priced in the practical part. Appropriate risk-free rate and volatility measures are discussed. In the empirical part of the work results of the pricing models are presented. Author used three volatility estimation methods, the standard equal weighted, GARCH and implied volatility. The best results were given by the combination of the Galai-Schneller model and the implied volatility. The Black-Scholes model intended for option valuation performed the worst.
Keywords: warrant; Black; Scholes; Schneller; Ukhov; GARCH; Galai; implied volatility
Thesis title: Porovnanie modelov pre oceňovanie warrantov
Author: Karpišová, Iveta
Thesis type: Diplomová práce
Supervisor: Witzany, Jiří
Opponents: Kravtsov, Oleg
Thesis language: English
Abstract:
Témou diplomovej práce je oceňovanie warrantov. Budú predstavené štyri modely, základný Black-Scholes model pôvodne určený pre oceňovanie opcií, jeho alternatíva upravená o mieru rozdelenia, Galai-Schneller model a Ukhov model implementujúci volatilitu firmy. V praktickej časti bude ocenených štrnásť warrantov kótovaných na Hong Kong burze. Podnetom diskusie bude vhodný výber risk-free sadzby a metódy odhadu volatility. V praktickej časti práce sú prezentované výsledky ocenenia, pričom autorka uvádza 3 možnosti odhadu volatility, štandardnú metódu rovnakých váh, GARCH model a implikovanú volatilitu an základe tržných dát. Najlepšie výsledky mal Galai-Schneller model v kombinácii s implikovanou volatilitou. Black Scholes model určený pre oceňovavnie opcií mal výsledky najhoršie.
Keywords: Black; warrant; Scholes; GARCH; implied volatility; Galai; Schneller; Ukhov

Information about study

Study programme: Finance a účetnictví/Finanční inženýrství
Type of study programme: Magisterský studijní program
Assigned degree: Ing.
Institutions assigning academic degree: Vysoká škola ekonomická v Praze
Faculty: Faculty of Finance and Accounting
Department: Department of Banking and Insurance

Information on submission and defense

Date of assignment: 2. 4. 2019
Date of submission: 28. 1. 2020
Date of defense: 13. 2. 2020
Identifier in the InSIS system: https://insis.vse.cz/zp/69418/podrobnosti

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