{"id":427,"date":"2019-01-01T05:15:47","date_gmt":"2019-01-01T05:15:47","guid":{"rendered":"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=427"},"modified":"2019-01-01T05:16:04","modified_gmt":"2019-01-01T05:16:04","slug":"missing-data-analysis-multipleimputation-in-r","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/chapter\/missing-data-analysis-multipleimputation-in-r\/","title":{"rendered":"Missing data analysis- MultipleImputation in R"},"content":{"raw":"<div><img class=\"aligncenter size-full wp-image-428\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-03.jpg\" alt=\"\" width=\"687\" height=\"139\" \/> <img class=\"aligncenter size-full wp-image-429\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-04.jpg\" alt=\"\" width=\"429\" height=\"399\" \/> <img class=\"aligncenter size-full wp-image-430\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-05.jpg\" alt=\"\" width=\"358\" height=\"298\" \/> <img class=\"aligncenter size-full wp-image-431\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-06.jpg\" alt=\"\" width=\"406\" height=\"627\" \/> <img class=\"aligncenter size-full wp-image-432\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-07.jpg\" alt=\"\" width=\"908\" height=\"541\" \/> <img class=\"aligncenter size-full wp-image-433\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-08.jpg\" alt=\"\" width=\"392\" height=\"621\" \/> <img class=\"aligncenter size-full wp-image-434\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-09.jpg\" alt=\"\" width=\"403\" height=\"627\" \/> <img class=\"aligncenter size-full wp-image-435\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-10.jpg\" alt=\"\" width=\"371\" height=\"401\" \/> <img class=\"aligncenter size-full wp-image-436\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-11.jpg\" alt=\"\" width=\"339\" height=\"619\" \/> <img class=\"aligncenter size-full wp-image-437\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-12.jpg\" alt=\"\" width=\"916\" height=\"664\" \/> <img class=\"aligncenter size-full wp-image-438\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-13.jpg\" alt=\"\" width=\"534\" height=\"285\" \/> <img class=\"aligncenter size-full wp-image-439\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14.jpg\" alt=\"\" width=\"954\" height=\"409\" \/> <img class=\"aligncenter size-full wp-image-440\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15.jpg\" alt=\"\" width=\"951\" height=\"369\" \/><\/div>\r\n<div><\/div>\r\n<div>References<\/div>\r\n<ul>\r\n \t<li style=\"text-align: justify\">Stef van B, Karin G O (2011). mice: Multivariate Imputation\u00a0 by Chained Equations in R. Journal of Statistical Software, 45(3), 1-67. URL http:\/\/www.jstatsoft.org\/v45\/i03\/<\/li>\r\n<\/ul>","rendered":"<div><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-428\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-03.jpg\" alt=\"\" width=\"687\" height=\"139\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-03.jpg 687w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-03-300x61.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-03-65x13.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-03-225x46.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-03-350x71.jpg 350w\" sizes=\"auto, (max-width: 687px) 100vw, 687px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-429\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-04.jpg\" alt=\"\" width=\"429\" height=\"399\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-04.jpg 429w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-04-300x279.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-04-65x60.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-04-225x209.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-04-350x326.jpg 350w\" sizes=\"auto, 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100vw, 358px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-431\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-06.jpg\" alt=\"\" width=\"406\" height=\"627\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-06.jpg 406w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-06-194x300.jpg 194w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-06-65x100.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-06-225x347.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-06-350x541.jpg 350w\" sizes=\"auto, (max-width: 406px) 100vw, 406px\" \/> 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https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-13-350x187.jpg 350w\" sizes=\"auto, (max-width: 534px) 100vw, 534px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-439\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14.jpg\" alt=\"\" width=\"954\" height=\"409\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14.jpg 954w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14-300x129.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14-768x329.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14-65x28.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14-225x96.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-14-350x150.jpg 350w\" sizes=\"auto, (max-width: 954px) 100vw, 954px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-440\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15.jpg\" alt=\"\" width=\"951\" height=\"369\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15.jpg 951w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15-300x116.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15-768x298.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15-65x25.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15-225x87.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9503_et_missing_data_9_mice-15-350x136.jpg 350w\" sizes=\"auto, (max-width: 951px) 100vw, 951px\" \/><\/div>\n<div><\/div>\n<div>References<\/div>\n<ul>\n<li style=\"text-align: justify\">Stef van B, Karin G O (2011). mice: Multivariate Imputation\u00a0 by Chained Equations in R. Journal of Statistical Software, 45(3), 1-67. URL http:\/\/www.jstatsoft.org\/v45\/i03\/<\/li>\n<\/ul>\n","protected":false},"author":3,"menu_order":23,"template":"","meta":{"_acf_changed":false,"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":["souvik-kumar-bandyopadhyay"],"pb_section_license":""},"chapter-type":[],"contributor":[58],"license":[],"class_list":["post-427","chapter","type-chapter","status-publish","hentry","contributor-souvik-kumar-bandyopadhyay"],"part":3,"_links":{"self":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/427","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":1,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/427\/revisions"}],"predecessor-version":[{"id":441,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/427\/revisions\/441"}],"part":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/427\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/media?parent=427"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapter-type?post=427"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/contributor?post=427"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/license?post=427"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}