Term structure models and Bayesian estimation

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dc.contributor.advisor Colonnello, Stefano it_IT
dc.contributor.author Kan, Chengzhang <1997> it_IT
dc.date.accessioned 2022-06-26 it_IT
dc.date.accessioned 2022-10-11T08:27:33Z
dc.date.available 2022-10-11T08:27:33Z
dc.date.issued 2022-07-12 it_IT
dc.identifier.uri http://hdl.handle.net/10579/22033
dc.description.abstract This paper shall cover: 1)foundational results of term structure: interest rate, bond, swap, financial products. equity...a review of the literature on term structure models and a review on Bayesian modelling of term structure. 2)recent advances of term structure, especially affine process and term structure of equity. 3)Bayesian estimation of affine term structure model. 4)Bayesian paradigm (pro and con), dealing with the choice of a statistical paradigm and decision theory, the uncertainty problem relating to behaviour and economic facts. it_IT
dc.language.iso en it_IT
dc.publisher Università Ca' Foscari Venezia it_IT
dc.rights © Chengzhang Kan, 2022 it_IT
dc.title Term structure models and Bayesian estimation it_IT
dc.title.alternative Exchange rates and Bayesian Paradigm it_IT
dc.type Master's Degree Thesis it_IT
dc.degree.name Economia e finanza it_IT
dc.degree.level Laurea magistrale it_IT
dc.degree.grantor Dipartimento di Economia it_IT
dc.description.academicyear 2021/2022_sessione estiva_110722 it_IT
dc.rights.accessrights openAccess it_IT
dc.thesis.matricno 888233 it_IT
dc.subject.miur SECS-P/01 ECONOMIA POLITICA it_IT
dc.description.note This thesis first reviews the disciplinary origination of exchange rate and advantages of Bayesian methods to study it. Within the Bayesian inference framework, I apply Markov switching model to time series with Gibbs estimation to study the volatility of lagged return and relationship of exchange rates. The recent extreme volatility of RUB, EUR and RMB then drive me step from the stochastic model and further analyse the economic mechanisms accounting for such "unprecedented" phenomenon. I try to enrich this subject through discussion of popular statistical methods within the still-developing Bayesian paradigm via reflecting on the conceptualisation of uncertainty. The logic of Bayesian paradigm combined with requirement of green financing and sustainability lead the discussion towards reflecting facts of macro-finance and the foundation of exchange rates, which bring along insights of global asset pricing and conceptual modelling of a future global currency. it_IT
dc.degree.discipline it_IT
dc.contributor.co-advisor it_IT
dc.date.embargoend it_IT
dc.provenance.upload Chengzhang Kan (888233@stud.unive.it), 2022-06-26 it_IT
dc.provenance.plagiarycheck Stefano Colonnello (stefano.colonnello@unive.it), 2022-07-11 it_IT


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