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Structural equation modelling application : profiling and analyzing students' university scores

Seminario para optar al grado de Ingeniero Comercial, Mención Administración / This work analyses chilean university students performance in different courses. These students belong
to different major programs imparted at Universidad de Chile: Accounting, Business Administration,
Economics and Information Systems. The analyzed courses are those they share under the same course
syllabus and examination and also they are mixed together without distinction of their respective programs
in those courses. The provided dataset for this work considers the period 2002-2013.
The cornerstone of this study is to determine if the course performance can be analyzed under a satisfactory
factorial structure. For this purpose I used Exploratory Factor Analysis (EFA) and Confirmatory Factor
Analysis (CFA) which is a part of Structural Equation Modeling (SEM).
Cronbach’s Alpha and Vuong Test are used for cross validation and to choose the best model from
data. This work uses advanced statistical tools and Psychometric Theory developments are considered as
theoretical pillars of this study.
Altogether with this pdf file, the interested reader may find the datasets and both the LATEX and R files
I’ve created during this work in the next URL: http://github.com/pachamaltese/thesis. My github repo
includes all the diagrams and the thesis template that I’ve designed according to my university’s rules.

Identiferoai:union.ndltd.org:UCHILE/oai:repositorio.uchile.cl:2250/135274
Date07 1900
CreatorsVargas Sepúlveda, Mauricio
ContributorsKausel Elicagaray, Edgar Ernesto, Facultad de Economía y Negocios, Escuela de Economía y Administración
PublisherUniversidad de Chile
Source SetsUniversidad de Chile
LanguageEnglish
Detected LanguageEnglish
TypeTesis
RightsAtribución-NoComercial-SinDerivadas 3.0 Chile, http://creativecommons.org/licenses/by-nc-nd/3.0/cl/

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