政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/98866

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | 全文笔数/总笔数 : 112721/143689 (78%)
造访人次 : 49603864 在线人数 : 409

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

政大機構典藏 > 理學院 > 心理學系 > 期刊論文 > Item 140.119/98866

请使用永久网址来引用或连结此文件: https://nccur.lib.nccu.edu.tw/handle/140.119/98866

题名:	Models with discrete latent variables for analysis of categorical data: A framework and a MATLAB MDLV toolbox
作者:	游琇婷 Yu, Hsiu-Ting
贡献者:	心理系
关键词:	Discrete latent variables;Discrete manifest variables;Multilevel modeling;Latent class models;Longitudinal data analysis
日期:	2013.12
上传时间:	2016-07-11 17:21:10 (UTC+8)
摘要:	Studies in the social and behavioral sciences often involve categorical data, such as ratings, and define latent constructs underlying the research issues as being discrete. In this article, models with discrete latent variables (MDLV) for the analysis of categorical data are grouped into four families, defined in terms of two dimensions (time and sampling) of the data structure. A MATLAB toolbox (referred to as the “MDLV toolbox”) was developed for applying these models in practical studies. For each family of models, model representations and the statistical assumptions underlying the models are discussed. The functions of the toolbox are demonstrated by fitting these models to empirical data from the European Values Study. The purpose of this article is to offer a framework of discrete latent variable models for data analysis, and to develop the MDLV toolbox for use in estimating each model under this framework. With this accessible tool, the application of data modeling with discrete latent variables becomes feasible for a broad range of empirical studies.
關聯:	Behavioral Research Methods, 45(4), 1036-1047
数据类型:	article
DOI 連結:	http://dx.doi.org/10.3758/s13428-013-0335-0
DOI:	10.3758/s13428-013-0335-0
显示于类别:	[心理學系] 期刊論文

文件中的档案:

档案	描述	大小	格式	浏览次数
1036-1047.pdf		249Kb	Adobe PDF2	535	检视/开启

在政大典藏中所有的数据项都受到原著作权保护.

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

数据加载中.....