{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T16:08:15Z","timestamp":1781021295803,"version":"3.54.1"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2017,10,1]],"date-time":"2017-10-01T00:00:00Z","timestamp":1506816000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Classif"],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1007\/s00357-017-9238-6","type":"journal-article","created":{"date-parts":[[2017,10,3]],"date-time":"2017-10-03T07:51:50Z","timestamp":1507017110000},"page":"384-398","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Investigating the Performance of a Variation of Multiple Correspondence Analysis for Multiple Imputation in Categorical Data Sets"],"prefix":"10.1007","volume":"34","author":[{"given":"Johan\u00e9","family":"Nienkemper-Swanepoel","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael J","family":"von Maltitz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2017,10,3]]},"reference":[{"key":"9238_CR1","unstructured":"ABDI, H. (2007), \u201cSingular Value Decomposition (SVD) and Generalized Singular Value Decomposition (GSVD)\u201d, in Encyclopedia of Measurement and Statistics, ed. N.J. Salking, Thousand Oaks, CA: Sage Publications, pp. 907\u2013912."},{"issue":"2","key":"9238_CR2","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1081\/BIP-100101020","volume":"10","author":"MW ALI","year":"2000","unstructured":"ALI, M.W., and SIDDIQUI, O. (2000), \u201cMultiple Imputation Compared With Some Informative Dropout Procedures in the Estimation and Comparison of Rates of Change in Longitudinal Clinical Trials with Dropouts\u201d, Journal of Biopharmaceutical Statistics, 10(2), 165\u2013181.","journal-title":"Journal of Biopharmaceutical Statistics"},{"issue":"1","key":"9238_CR3","first-page":"83","volume":"32","author":"ER BUHI","year":"2008","unstructured":"BUHI, E.R., GOODSON, P., and NEILANDS, T.B. (2008), \u201cOut of Sight, Not Out of Mind: Strategies for Handling Missing Data\u201d, American Journal of Health Behaviour, 32(1), 83\u201392.","journal-title":"American Journal of Health Behaviour"},{"key":"9238_CR4","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1007\/s00521-009-0295-6","volume":"19","author":"PJ GARC\u03afA-LAENCINA","year":"2010","unstructured":"GARC\u03afA-LAENCINA, P.J., FIGUEIRAS-VIDAL, A.R., and SANCHO-G\u00d3MEZ, J. (2010), \u201cPattern Classification With Missing Data: A Review\u201d, Neural Computing and Applications, 19, 263\u2013282.","journal-title":"Neural Computing and Applications"},{"key":"9238_CR5","doi-asserted-by":"crossref","unstructured":"JOSSE, J., CHAVENT, M., LIQUET, B., and HUSSON, F. (2011), \u201cHandling Missing Values With Regularized Iterative Multiple Correspondence Analysis\u201d, ICC Conference Notes, University of St Andrew, United Kingdom.","DOI":"10.1007\/s00357-012-9097-0"},{"key":"9238_CR6","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1007\/s00357-012-9097-0","volume":"29","author":"J JOSSE","year":"2012","unstructured":"JOSSE, J., CHAVENT, M., LIQUET, B., and HUSSON, F. (2012), \u201cHandling Missing Values With Regularized Iterative Multiple Correspondence Analysis\u201d, Journal of Classification, 29, 91\u2013116.","journal-title":"Journal of Classification"},{"key":"9238_CR7","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1177\/0962280206075304","volume":"16","author":"MG KENWARD","year":"2007","unstructured":"KENWARD, M.G., and CARPENTER, J. (2007), \u201cMultiple Imputation: Current Perspectives\u201d, Statistical Methods in Medical Research, 16, 199\u2013218.","journal-title":"Statistical Methods in Medical Research"},{"key":"9238_CR8","doi-asserted-by":"crossref","unstructured":"LITTLE, R.J.A., and RUBIN, D.B. (2002), Statistical Analysis with Missing Data, (2nd ed.), Wiley-Interscience, John Wiley and Sons, Inc.","DOI":"10.1002\/9781119013563"},{"key":"9238_CR9","unstructured":"NIENKEMPER-SWANEPOEL, J., and VON MALTITZ, M.J. (2015), \u201cMultiple Imputation using Regularised Iterative Multiple Correspondence Analysis\u201d, Proceedings of the 60 th World Statistics Congress of the International Statistical Institute, ISI2015."},{"key":"9238_CR10","volume-title":"R: A Language and Environment for Statistical Computing","author":"R CORE TEAM","year":"2015","unstructured":"R CORE TEAM (2015), \u201cR: A Language and Environment for Statistical Computing\u201d, R Foundation for Statistical Computing, Vienna, Austria, http:\/\/www.R-project.org\/ ."},{"issue":"1","key":"9238_CR11","first-page":"85","volume":"27","author":"TE RAGHUNATHAN","year":"2001","unstructured":"RAGHUNATHAN, T.E., LEPKOWSKI, J.M., VAN HOEWYK, J. and SOLENBERGER, P. (2001), \u201cA Multivariate Technique for Multiply Imputing Missing Values Using a Sequence of Regression Models\u201d, Survey Methodology, 27(1), 85\u201395.","journal-title":"Survey Methodology"},{"key":"9238_CR12","doi-asserted-by":"crossref","unstructured":"RUBIN, D.B. (1987), \u201cMultiple Imputation for Nonresponse in Surveys\u201d, John Wiley and Sons.","DOI":"10.1002\/9780470316696"},{"issue":"3","key":"9238_CR13","doi-asserted-by":"crossref","first-page":"619","DOI":"10.1111\/j.1751-5823.2003.tb00216.x","volume":"71","author":"DB RUBIN","year":"2003","unstructured":"RUBIN, D.B. (2003), \u201cDiscussion on Multiple Imputation\u201d, International Statistical Review, 71(3), 619\u2013625.","journal-title":"International Statistical Review"},{"key":"9238_CR14","unstructured":"SCHAFER, J.L., and GRAHAM, J.W. (2002). \u201cMissing Data: Our View of the State of the Art\u201d, American Psychological Association, Inc., 7(2), 147\u2013177."},{"key":"9238_CR15","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.jss.2006.05.003","volume":"80","author":"Q SONG","year":"2007","unstructured":"SONG, Q., and SHEPPERD, M. (2007), \u201cA New Imputation Method for Small Software Project Data Sets\u201d, The Journal of Systems and Software, 80, 51\u201362.","journal-title":"The Journal of Systems and Software"},{"key":"9238_CR16","doi-asserted-by":"crossref","DOI":"10.1201\/b11826","volume-title":"Flexible Imputation of Missing Data, Interdisciplinary Statistics Series","author":"BUURENS VAN","year":"2012","unstructured":"VAN BUUREN S. (2012), Flexible Imputation of Missing Data, Interdisciplinary Statistics Series, Boca Raton: Chapman and Hall\/CRC."},{"key":"9238_CR17","unstructured":"VAN DER HEIJDEN, P.G.M., and ESCOFIER, B. (2003), \u201cMultiple Correspondence Analysis With Missing Data\u201d, in Analyse des Correspondances. Recherches au Coeur de L\u2019Analyse des Donnees, ed. B. Escofier, Rennes: Presses Universitaire de Rennes \u2013 Societe Francaise de Statistque, pp. 153\u2013170."},{"issue":"3","key":"9238_CR18","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1111\/j.1751-5823.2003.tb00213.x","volume":"71","author":"P ZHANG","year":"2003","unstructured":"ZHANG, P. (2003), \u201cMultiple Imputation: Theory and Method\u201d, International Statistical Review, 71(3), 581\u2013592.","journal-title":"International Statistical Review"}],"container-title":["Journal of Classification"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00357-017-9238-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00357-017-9238-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00357-017-9238-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,4]],"date-time":"2019-10-04T05:38:53Z","timestamp":1570167533000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00357-017-9238-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":18,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2017,10]]}},"alternative-id":["9238"],"URL":"https:\/\/doi.org\/10.1007\/s00357-017-9238-6","relation":{},"ISSN":["0176-4268","1432-1343"],"issn-type":[{"value":"0176-4268","type":"print"},{"value":"1432-1343","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10]]}}}