{"id":409,"date":"2019-01-01T05:06:10","date_gmt":"2019-01-01T05:06:10","guid":{"rendered":"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=409"},"modified":"2019-01-01T05:07:11","modified_gmt":"2019-01-01T05:07:11","slug":"missing-data-analysis-anapplication-of-em-algorithm-in-r","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/chapter\/missing-data-analysis-anapplication-of-em-algorithm-in-r\/","title":{"rendered":"Missing data analysis- AnApplication of EM algorithm in R"},"content":{"raw":"<div><img class=\"aligncenter size-full wp-image-410\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3.jpg\" alt=\"\" width=\"854\" height=\"263\" \/> <img class=\"aligncenter size-full wp-image-411\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4.jpg\" alt=\"\" width=\"877\" height=\"661\" \/> <img class=\"aligncenter size-full wp-image-412\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-5.jpg\" alt=\"\" width=\"635\" height=\"378\" \/> <img class=\"aligncenter size-full wp-image-413\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6.jpg\" alt=\"\" width=\"790\" height=\"373\" \/> <img class=\"aligncenter size-full wp-image-414\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7.jpg\" alt=\"\" width=\"889\" height=\"567\" \/> <img class=\"aligncenter size-full wp-image-415\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-8.jpg\" alt=\"\" width=\"731\" height=\"645\" \/> <img class=\"aligncenter size-full wp-image-416\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9.jpg\" alt=\"\" width=\"864\" height=\"530\" \/><\/div>\r\n<div><\/div>\r\n<div>References<\/div>\r\n<div><\/div>\r\n<ul>\r\n \t<li style=\"text-align: justify\">http:\/\/homepage.stat.uiowa.edu\/ kcowles\/s166 2007\/chang16.pdf<\/li>\r\n \t<li style=\"text-align: justify\">http:\/\/users.stat.umn.edu\/ sandy\/courses\/8053 \/handouts\/Missing.Data.Multiple.Imputation.pdf<\/li>\r\n<\/ul>","rendered":"<div><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-410\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3.jpg\" alt=\"\" width=\"854\" height=\"263\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3.jpg 854w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3-300x92.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3-768x237.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3-65x20.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3-225x69.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-3-350x108.jpg 350w\" sizes=\"auto, (max-width: 854px) 100vw, 854px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-411\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4.jpg\" alt=\"\" width=\"877\" height=\"661\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4.jpg 877w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4-300x226.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4-768x579.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4-65x49.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4-225x170.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-4-350x264.jpg 350w\" sizes=\"auto, (max-width: 877px) 100vw, 877px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-412\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-5.jpg\" alt=\"\" width=\"635\" height=\"378\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-5.jpg 635w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-5-300x179.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-5-65x39.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-5-225x134.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-5-350x208.jpg 350w\" sizes=\"auto, (max-width: 635px) 100vw, 635px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-413\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6.jpg\" alt=\"\" width=\"790\" height=\"373\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6.jpg 790w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6-300x142.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6-768x363.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6-65x31.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6-225x106.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-6-350x165.jpg 350w\" sizes=\"auto, (max-width: 790px) 100vw, 790px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-414\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7.jpg\" alt=\"\" width=\"889\" height=\"567\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7.jpg 889w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7-300x191.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7-768x490.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7-65x41.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7-225x144.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-7-350x223.jpg 350w\" sizes=\"auto, (max-width: 889px) 100vw, 889px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-415\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-8.jpg\" alt=\"\" width=\"731\" height=\"645\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-8.jpg 731w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-8-300x265.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-8-65x57.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-8-225x199.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-8-350x309.jpg 350w\" sizes=\"auto, (max-width: 731px) 100vw, 731px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-416\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9.jpg\" alt=\"\" width=\"864\" height=\"530\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9.jpg 864w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9-300x184.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9-768x471.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9-65x40.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9-225x138.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9501_et_missing_data_7_em_application-9-350x215.jpg 350w\" sizes=\"auto, (max-width: 864px) 100vw, 864px\" \/><\/div>\n<div><\/div>\n<div>References<\/div>\n<div><\/div>\n<ul>\n<li style=\"text-align: justify\">http:\/\/homepage.stat.uiowa.edu\/ kcowles\/s166 2007\/chang16.pdf<\/li>\n<li style=\"text-align: justify\">http:\/\/users.stat.umn.edu\/ sandy\/courses\/8053 \/handouts\/Missing.Data.Multiple.Imputation.pdf<\/li>\n<\/ul>\n","protected":false},"author":3,"menu_order":21,"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-409","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\/409","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\/409\/revisions"}],"predecessor-version":[{"id":417,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/409\/revisions\/417"}],"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\/409\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/media?parent=409"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapter-type?post=409"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/contributor?post=409"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/license?post=409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}