BayMDS:一个用于贝叶斯多维尺度和维度选择的R包。

IF 1 4区心理学 Q4 PSYCHOLOGY, MATHEMATICAL Applied Psychological Measurement Pub Date : 2022-05-01 DOI:10.1177/01466216221084219

Man-Suk Oh, Eun-Kyung Lee

{"title":"BayMDS:一个用于贝叶斯多维尺度和维度选择的R包。","authors":"Man-Suk Oh, Eun-Kyung Lee","doi":"10.1177/01466216221084219","DOIUrl":null,"url":null,"abstract":"MDSIC computes and plots MDSIC that can be used to select optimal number of dimensions for a given data set. There are also a few plot functions. plotObj shows pairwise scatter plots of object con ﬁ guration in a Euclidean space for the ﬁ rst three dimensions. plotTrace provides trace plots of parameter samples for visual inspection of MCMC convergence. plotDelDist plots the observed dissimilarity measures versus Euclidean distances computed from BMDS object con ﬁ guration. bayMDSApp shows the results of bayMDS in a web-based GUI (graphical user","PeriodicalId":48300,"journal":{"name":"Applied Psychological Measurement","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9073637/pdf/10.1177_01466216221084219.pdf","citationCount":"1","resultStr":"{\"title\":\"BayMDS: An R Package for Bayesian Multidimensional Scaling and Choice of Dimension.\",\"authors\":\"Man-Suk Oh, Eun-Kyung Lee\",\"doi\":\"10.1177/01466216221084219\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"MDSIC computes and plots MDSIC that can be used to select optimal number of dimensions for a given data set. There are also a few plot functions. plotObj shows pairwise scatter plots of object con ﬁ guration in a Euclidean space for the ﬁ rst three dimensions. plotTrace provides trace plots of parameter samples for visual inspection of MCMC convergence. plotDelDist plots the observed dissimilarity measures versus Euclidean distances computed from BMDS object con ﬁ guration. bayMDSApp shows the results of bayMDS in a web-based GUI (graphical user\",\"PeriodicalId\":48300,\"journal\":{\"name\":\"Applied Psychological Measurement\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2022-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9073637/pdf/10.1177_01466216221084219.pdf\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Psychological Measurement\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://doi.org/10.1177/01466216221084219\",\"RegionNum\":4,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"PSYCHOLOGY, MATHEMATICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Psychological Measurement","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1177/01466216221084219","RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"PSYCHOLOGY, MATHEMATICAL","Score":null,"Total":0}

引用次数: 1

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

BayMDS: An R Package for Bayesian Multidimensional Scaling and Choice of Dimension.

MDSIC computes and plots MDSIC that can be used to select optimal number of dimensions for a given data set. There are also a few plot functions. plotObj shows pairwise scatter plots of object con ﬁ guration in a Euclidean space for the ﬁ rst three dimensions. plotTrace provides trace plots of parameter samples for visual inspection of MCMC convergence. plotDelDist plots the observed dissimilarity measures versus Euclidean distances computed from BMDS object con ﬁ guration. bayMDSApp shows the results of bayMDS in a web-based GUI (graphical user

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Applied Psychological Measurement Multiple-

CiteScore

2.30

自引率

8.30%

发文量

期刊介绍： Applied Psychological Measurement publishes empirical research on the application of techniques of psychological measurement to substantive problems in all areas of psychology and related disciplines.