{"id":418,"date":"2019-01-01T05:08:04","date_gmt":"2019-01-01T05:08:04","guid":{"rendered":"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=418"},"modified":"2019-01-01T05:08:28","modified_gmt":"2019-01-01T05:08:28","slug":"missing-data-analysis-multipleimputation","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/chapter\/missing-data-analysis-multipleimputation\/","title":{"rendered":"Missing data analysis- MultipleImputation"},"content":{"raw":"<div><img class=\"aligncenter size-full wp-image-419\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-3.jpg\" alt=\"\" width=\"396\" height=\"180\" \/> <img class=\"aligncenter size-full wp-image-420\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4.jpg\" alt=\"\" width=\"876\" height=\"256\" \/> <img class=\"aligncenter size-full wp-image-421\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-5.jpg\" alt=\"\" width=\"428\" height=\"256\" \/> <img class=\"aligncenter size-full wp-image-422\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6.jpg\" alt=\"\" width=\"817\" height=\"214\" \/> <img class=\"aligncenter size-full wp-image-423\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7.jpg\" alt=\"\" width=\"856\" height=\"421\" \/> <img class=\"aligncenter size-full wp-image-424\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8.jpg\" alt=\"\" width=\"818\" height=\"377\" \/> <img class=\"aligncenter size-full wp-image-425\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9.jpg\" alt=\"\" width=\"838\" height=\"368\" \/><\/div>\r\n<div>References<\/div>\r\n<ul>\r\n \t<li style=\"text-align: justify\">Little, R.J.A. and Rubin, D.B. (1987). Statistical Analysis with Missing Data. New York: Wiley; Chapter 12<\/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-419\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-3.jpg\" alt=\"\" width=\"396\" height=\"180\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-3.jpg 396w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-3-300x136.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-3-65x30.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-3-225x102.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-3-350x159.jpg 350w\" sizes=\"auto, (max-width: 396px) 100vw, 396px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-420\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4.jpg\" alt=\"\" width=\"876\" height=\"256\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4.jpg 876w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4-300x88.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4-768x224.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4-65x19.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4-225x66.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-4-350x102.jpg 350w\" sizes=\"auto, (max-width: 876px) 100vw, 876px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-421\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-5.jpg\" alt=\"\" width=\"428\" height=\"256\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-5.jpg 428w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-5-300x179.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-5-65x39.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-5-225x135.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-5-350x209.jpg 350w\" sizes=\"auto, (max-width: 428px) 100vw, 428px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-422\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6.jpg\" alt=\"\" width=\"817\" height=\"214\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6.jpg 817w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6-300x79.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6-768x201.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6-65x17.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6-225x59.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-6-350x92.jpg 350w\" sizes=\"auto, (max-width: 817px) 100vw, 817px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-423\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7.jpg\" alt=\"\" width=\"856\" height=\"421\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7.jpg 856w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7-300x148.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7-768x378.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7-65x32.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7-225x111.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-7-350x172.jpg 350w\" sizes=\"auto, (max-width: 856px) 100vw, 856px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-424\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8.jpg\" alt=\"\" width=\"818\" height=\"377\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8.jpg 818w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8-300x138.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8-768x354.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8-65x30.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8-225x104.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-8-350x161.jpg 350w\" sizes=\"auto, (max-width: 818px) 100vw, 818px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-425\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9.jpg\" alt=\"\" width=\"838\" height=\"368\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9.jpg 838w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9-300x132.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9-768x337.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9-65x29.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9-225x99.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9502_et_missing_data_8_multiple_imputation-9-350x154.jpg 350w\" sizes=\"auto, (max-width: 838px) 100vw, 838px\" \/><\/div>\n<div>References<\/div>\n<ul>\n<li style=\"text-align: justify\">Little, R.J.A. and Rubin, D.B. (1987). Statistical Analysis with Missing Data. New York: Wiley; Chapter 12<\/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":22,"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-418","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\/418","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\/418\/revisions"}],"predecessor-version":[{"id":426,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/418\/revisions\/426"}],"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\/418\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/media?parent=418"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapter-type?post=418"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/contributor?post=418"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/license?post=418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}