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A 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.contributor | Serrat Piè, Carles |
dc.contributor | Cortés Martínez, Jordi |
dc.contributor.author | Vogler, Markus |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Matemàtica Aplicada I |
dc.date.accessioned | 2015-10-29T13:40:59Z |
dc.date.available | 2015-10-29T13:40:59Z |
dc.date.issued | 2015-10 |
dc.identifier.uri | http://hdl.handle.net/2117/78505 |
dc.description.abstract | This 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.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica |
dc.subject.lcsh | Mathematical Statistics -- Applications |
dc.subject.other | RCTs |
dc.subject.other | Longitudinal |
dc.subject.other | Simulation |
dc.title | A 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.type | Master thesis |
dc.subject.lemac | Estadística matemàtica--Aplicacions |
dc.subject.ams | Classificació AMS::62 Statistics::62P Applications |
dc.identifier.slug | FME-1221 |
dc.rights.access | Open Access |
dc.date.updated | 2015-10-27T06:39:24Z |
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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