W.Graham Glen , M. Sarker , W.J. Dunn III ∗ , D.R. Scott
{"title":"主成分分析和偏最小二乘回归软件","authors":"W.Graham Glen , M. Sarker , W.J. Dunn III ∗ , D.R. Scott","doi":"10.1016/0898-5529(89)90005-5","DOIUrl":null,"url":null,"abstract":"<div><p>Software for the analysis of multivariate chemical data by principal components and partial least squares methods is included on disk. The methods extract latent variables from the chemical data with the UNIversal PArtial Least Squares or UNIPALS algorithm. The software is written in BASIC, provides a number of editing and preprocessing options and is interactive. The method provided here is limited to the analysis of 20 × 20 matrices. It contains options for the graphical display of scores and loadings for interpretation of the results of analyses.</p></div>","PeriodicalId":101214,"journal":{"name":"Tetrahedron Computer Methodology","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"1989-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/0898-5529(89)90005-5","citationCount":"52","resultStr":"{\"title\":\"UNIPALS: Software for principal components analysis and partial least squares regression\",\"authors\":\"W.Graham Glen , M. Sarker , W.J. Dunn III ∗ , D.R. Scott\",\"doi\":\"10.1016/0898-5529(89)90005-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Software for the analysis of multivariate chemical data by principal components and partial least squares methods is included on disk. The methods extract latent variables from the chemical data with the UNIversal PArtial Least Squares or UNIPALS algorithm. The software is written in BASIC, provides a number of editing and preprocessing options and is interactive. The method provided here is limited to the analysis of 20 × 20 matrices. It contains options for the graphical display of scores and loadings for interpretation of the results of analyses.</p></div>\",\"PeriodicalId\":101214,\"journal\":{\"name\":\"Tetrahedron Computer Methodology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1989-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1016/0898-5529(89)90005-5\",\"citationCount\":\"52\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Tetrahedron Computer Methodology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/0898552989900055\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tetrahedron Computer Methodology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/0898552989900055","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
UNIPALS: Software for principal components analysis and partial least squares regression
Software for the analysis of multivariate chemical data by principal components and partial least squares methods is included on disk. The methods extract latent variables from the chemical data with the UNIversal PArtial Least Squares or UNIPALS algorithm. The software is written in BASIC, provides a number of editing and preprocessing options and is interactive. The method provided here is limited to the analysis of 20 × 20 matrices. It contains options for the graphical display of scores and loadings for interpretation of the results of analyses.
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