{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T17:22:52Z","timestamp":1767892972562,"version":"3.49.0"},"reference-count":27,"publisher":"Informa UK Limited","issue":"4","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Technometrics"],"published-print":{"date-parts":[[2020,10,1]]},"DOI":"10.1080\/00401706.2019.1668854","type":"journal-article","created":{"date-parts":[[2019,9,19]],"date-time":"2019-09-19T19:38:23Z","timestamp":1568921903000},"page":"459-472","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":14,"title":["Generalized Principal Component Analysis: Projection of Saturated Model Parameters"],"prefix":"10.1080","volume":"62","author":[{"given":"Andrew J.","family":"Landgraf","sequence":"first","affiliation":[{"name":"Department of Statistics, Ohio State University, Columbus, OH"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5756-6588","authenticated-orcid":false,"given":"Yoonkyung","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Statistics, Ohio State University, Columbus, OH"}]}],"member":"301","published-online":{"date-parts":[[2019,10,30]]},"reference":[{"key":"CIT0001","volume-title":"Latent Variable Models and Factor Analysis","author":"Bartholomew D. J.","year":"1999"},{"key":"CIT0002","unstructured":"Bertin-Mahieux, T., D. P. Ellis, B. Whitman, and P. Lamere (2011), \u201cThe Million Song Dataset,\u201d in Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR 2011), pp. 591\u2013596."},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36755-1_3"},{"key":"CIT0004","doi-asserted-by":"publisher","DOI":"10.1214\/16-AOS1536"},{"key":"CIT0005","first-page":"617","volume-title":"Advances in Neural Information Processing Systems","volume":"14","author":"Collins M.","year":"2001"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1214\/11-STS368"},{"key":"CIT0007","first-page":"593","volume-title":"Advances in Neural Information Processing Systems","volume":"15","author":"Gordon G. J.","year":"2002"},{"key":"CIT0008","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"CIT0009","author":"Landgraf A. J.","year":"2015","journal-title":"arXiv:1510.06112"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1038\/44565"},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1214\/10-AOAS327"},{"key":"CIT0012","first-page":"453","volume-title":"Sardinia, Italy","author":"Li J.","year":"2010"},{"key":"CIT0013","doi-asserted-by":"publisher","DOI":"10.1214\/18-AOAS1146"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3242-6"},{"key":"CIT0015","first-page":"1089","volume-title":"Advances in Neural Information Processing Systems","author":"Mohamed S.","year":"2009"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1145\/301250.301389"},{"key":"CIT0017","doi-asserted-by":"publisher","DOI":"10.1080\/14786440109462720"},{"key":"CIT0018","volume-title":"R: A Language and Environment for Statistical Computing","author":"R Core Team","year":"2016"},{"key":"CIT0019","first-page":"791","volume-title":"ACM","author":"Salakhutdinov R.","year":"2007"},{"key":"CIT0020","volume-title":"Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics","volume":"38","author":"Schein A. I.","year":"2003"},{"key":"CIT0021","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87481-2_24"},{"key":"CIT0022","first-page":"592","volume-title":"Advances in Neural Information Processing Systems","volume":"11","author":"Tipping M. E.","year":"1998"},{"key":"CIT0023","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"CIT0024","doi-asserted-by":"publisher","DOI":"10.1561\/2200000055"},{"key":"CIT0025","first-page":"831","volume":"15","author":"Vaida F.","year":"2005","journal-title":"Statistica Sinica,"},{"key":"CIT0026","first-page":"1481","volume-title":"Advances in Neural Information Processing Systems","author":"Welling M.","year":"2005"},{"key":"CIT0027","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0584-1"}],"container-title":["Technometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/00401706.2019.1668854","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,28]],"date-time":"2020-10-28T16:33:55Z","timestamp":1603902835000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/00401706.2019.1668854"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,30]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,10,1]]}},"alternative-id":["10.1080\/00401706.2019.1668854"],"URL":"https:\/\/doi.org\/10.1080\/00401706.2019.1668854","relation":{},"ISSN":["0040-1706","1537-2723"],"issn-type":[{"value":"0040-1706","type":"print"},{"value":"1537-2723","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10,30]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=utch20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=utch20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2016-06-28","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-08-28","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-09-03","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-10-30","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}