Principal Component Analysis with Sparse Fused Loadings. Guo, J., James, G., Levina, E., Michailidis, G., & Zhu, J. J Comp Graph Stat, 19(4):930-946, 2011. bibtex @article{guo11pri,
title = {Principal Component Analysis with Sparse Fused Loadings},
volume = {19},
number = {4},
journal = {J Comp Graph Stat},
author = {Guo, Jian and James, Gareth and Levina, Elizaveta and Michailidis, George and Zhu, Ji},
year = {2011},
keywords = {multivariate,pc,sparse-principal-components},
pages = {930-946},
citeulike-article-id = {13265886},
posted-at = {2014-07-14 14:10:06},
priority = {0},
annote = {incorporates blocking structure in the variables;selects different variables for different components;encourages loadings of highly correlated variables to have same magnitude, which aids in interpretation}
}
Downloads: 0
{"_id":"TgtzhkTR5hMwYKj3s","bibbaseid":"guo-james-levina-michailidis-zhu-principalcomponentanalysiswithsparsefusedloadings-2011","downloads":0,"creationDate":"2018-06-23T20:06:34.207Z","title":"Principal Component Analysis with Sparse Fused Loadings","author_short":["Guo, J.","James, G.","Levina, E.","Michailidis, G.","Zhu, J."],"year":2011,"bibtype":"article","biburl":"http://hbiostat.org/bib/harrelfe.bib","bibdata":{"bibtype":"article","type":"article","title":"Principal Component Analysis with Sparse Fused Loadings","volume":"19","number":"4","journal":"J Comp Graph Stat","author":[{"propositions":[],"lastnames":["Guo"],"firstnames":["Jian"],"suffixes":[]},{"propositions":[],"lastnames":["James"],"firstnames":["Gareth"],"suffixes":[]},{"propositions":[],"lastnames":["Levina"],"firstnames":["Elizaveta"],"suffixes":[]},{"propositions":[],"lastnames":["Michailidis"],"firstnames":["George"],"suffixes":[]},{"propositions":[],"lastnames":["Zhu"],"firstnames":["Ji"],"suffixes":[]}],"year":"2011","keywords":"multivariate,pc,sparse-principal-components","pages":"930-946","citeulike-article-id":"13265886","posted-at":"2014-07-14 14:10:06","priority":"0","annote":"incorporates blocking structure in the variables;selects different variables for different components;encourages loadings of highly correlated variables to have same magnitude, which aids in interpretation","bibtex":"@article{guo11pri,\n title = {Principal Component Analysis with Sparse Fused Loadings},\n volume = {19},\n number = {4},\n journal = {J Comp Graph Stat},\n author = {Guo, Jian and James, Gareth and Levina, Elizaveta and Michailidis, George and Zhu, Ji},\n year = {2011},\n keywords = {multivariate,pc,sparse-principal-components},\n pages = {930-946},\n citeulike-article-id = {13265886},\n posted-at = {2014-07-14 14:10:06},\n priority = {0},\n annote = {incorporates blocking structure in the variables;selects different variables for different components;encourages loadings of highly correlated variables to have same magnitude, which aids in interpretation}\n}\n\n","author_short":["Guo, J.","James, G.","Levina, E.","Michailidis, G.","Zhu, J."],"key":"guo11pri","id":"guo11pri","bibbaseid":"guo-james-levina-michailidis-zhu-principalcomponentanalysiswithsparsefusedloadings-2011","role":"author","urls":{},"keyword":["multivariate","pc","sparse-principal-components"],"downloads":0},"search_terms":["principal","component","analysis","sparse","fused","loadings","guo","james","levina","michailidis","zhu"],"keywords":["multivariate","pc","sparse-principal-components","*import"],"authorIDs":[],"dataSources":["mEQakjn8ggpMsnGJi"]}