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  • 标题:Study of Work-Travel Related Behavior Using Principal Component Analysis
  • 本地全文:下载
  • 作者:Cira Souza Pitombo , Monique Martins Gomes
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2014
  • 卷号:04
  • 期号:11
  • 页码:889-901
  • DOI:10.4236/ojs.2014.411084
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:The main objective of this study is to analyze work travel-related behavior through a set of variables relative to socio-economic class, urban environment and travel characteristics. The Principal Component Analysis was applied in a sample consisting of workers of the S?o Paulo Metropolitan Area, based on the origin-destination home interview survey, carried out in 1997, in order to: 1) examine the interdependence between travel patterns and a set of socioeconomic and urban environment variables; 2) determine if the original database can be synthetized on components. The results enabled to observe relations between the individual’s socio-economic class and car usage, characteristics of urban environment and destination choices, as well as age and non-motorized travel mode choice. It is then concluded that the database can be adequately summarized in three components for subsequent analysis: 1) urban environment; 2) socio-economic class; and 3) family structure.
  • 关键词:Travel Behavior; Principal Component Analysis; Exploratory Analysis
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