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dc.contributorSerrat Piè, Carles
dc.contributorCortés Martínez, Jordi
dc.contributor.authorVogler, Markus
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Matemàtica Aplicada I
dc.date.accessioned2015-10-29T13:40:59Z
dc.date.available2015-10-29T13:40:59Z
dc.date.issued2015-10
dc.identifier.urihttp://hdl.handle.net/2117/78505
dc.description.abstractThis master thesis is split into two separate main parts. Part I is a meta-analysis of randomized clinical trials (RCTs) and Part II is a simulation study. First, a meta-analysis was performed through a literature search of RCTs of the years 2010 and 2013. The goal was to confirm results of a preliminary work which analysed RCTs from the years 2004 and 2007. Second, different data sets of RCTs with repeated measurements and a continuous outcome were simulated with varying sample sizes, effect sizes, residual variances, random slope variances and correlation structures. The goal was to compare statistical methods that can be applied to longitudinal data.
dc.language.isoeng
dc.publisherUniversitat Politècnica de Catalunya
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
dc.subject.lcshMathematical Statistics -- Applications
dc.subject.otherRCTs
dc.subject.otherLongitudinal
dc.subject.otherSimulation
dc.titleA meta-analysis estimating initial-final correlation in randomized clinical trials (RCTs) and a simulation study evaluating the performance of statistical methods in RCTs with repeated measures
dc.typeMaster thesis
dc.subject.lemacEstadística matemàtica--Aplicacions
dc.subject.amsClassificació AMS::62 Statistics::62P Applications
dc.identifier.slugFME-1221
dc.rights.accessOpen Access
dc.date.updated2015-10-27T06:39:24Z
dc.audience.educationlevelMàster
dc.audience.mediatorUniversitat Politècnica de Catalunya. Facultat de Matemàtiques i Estadística
dc.audience.degreeMÀSTER UNIVERSITARI EN ESTADÍSTICA I INVESTIGACIÓ OPERATIVA (Pla 2013)


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