文章基本信息

标题：SesIndexCreatoR: An R Package for Socioeconomic Indices Computation and Visualization
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作者：Benoît Lalloué 1,2 , Séverine Deguen 2,3* , Jean-Marie Monnez 4 , Cindy Padilla 2,3 , Wahida Kihal 2,3 , Denis Zmirou-Navier 2,3,5 , Nolwenn Le Meur
期刊名称：Open Journal of Statistics
印刷版ISSN：2161-718X
电子版ISSN：2161-7198
出版年度：2015
卷号：05
期号：04
页码：291-302
DOI：10.4236/ojs.2015.54031
语种：English
出版社：Scientific Research Publishing
摘要：In order to study social inequalities, indices can be used to summarize the multiple dimensions of the socioeconomic status. As a part of the Equit’Area Project, a public health program focused on social and environmental health inequalities; a statistical procedure to create (neighborhood) socioeconomic indices was developed. This procedure uses successive principal components analyses to select variables and create the index. In order to simplify the application of the procedure for non-specialists, the R package SesIndexCreatoR was created. It allows the creation of the index with all the possible options of the procedure, the classification of the resulting index in categories using several classical methods, the visualization of the results, and the generation of automatic reports.
关键词：Socioeconomic Status; Multidimensional Index; Principal Component Analysis; Hierarchical Classification; R