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Analysis of business cycles in Ecuador (1997-2015): Classical Model & Markov Switching Model using Fixed and Two Stage varying transition probabilities
dc.contributor | Sánchez Espigares, Josep Anton |
dc.contributor.author | Bayancela Espinel, Andrea |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa |
dc.date.accessioned | 2016-01-29T12:10:10Z |
dc.date.issued | 2016-01 |
dc.identifier.uri | http://hdl.handle.net/2117/82268 |
dc.description.abstract | The main purpose of this document is to explain the business cycles in Ecuador by comparing the classical model of regression used in econometrics to Markov Switching Models which include a non ob- servable Markovian process that governs changes in regime or states. This project runs this model using fixed transition probabilities with two states, recession and recovery/growth period. Then, as an extension of this methodology, it runs a Markov Switching Model only with the constant terms and afterwards with the estimated smoothed probabilities, it runs a linear regression transforming the scale of the predictor variable, in order to see how the explanatory variables affect the probability of remaining at the same state or moving to the other. |
dc.language.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.publisher | Universitat de Barcelona |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica |
dc.subject.lcsh | Mathematical Statistics -- Applications |
dc.subject.other | Filtered probability |
dc.subject.other | Smooth probability |
dc.subject.other | Markov chain |
dc.subject.other | Regime-switching model |
dc.subject.other | Markov-switching model |
dc.title | Analysis of business cycles in Ecuador (1997-2015): Classical Model & Markov Switching Model using Fixed and Two Stage varying transition probabilities |
dc.type | Master thesis |
dc.subject.lemac | Estadística matemàtica--Aplicacions |
dc.subject.ams | Classificació AMS::62 Statistics::62P Applications |
dc.identifier.slug | FME-1261 |
dc.rights.access | Restricted access - author's decision |
dc.date.lift | 10000-01-01 |
dc.date.updated | 2016-01-26T06:38:07Z |
dc.audience.educationlevel | Màster |
dc.audience.mediator | Universitat Politècnica de Catalunya. Facultat de Matemàtiques i Estadística |
dc.audience.degree | MÀSTER UNIVERSITARI EN ESTADÍSTICA I INVESTIGACIÓ OPERATIVA (Pla 2013) |
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