{"id":110,"date":"2018-12-31T05:48:36","date_gmt":"2018-12-31T05:48:36","guid":{"rendered":"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=110"},"modified":"2018-12-31T05:49:13","modified_gmt":"2018-12-31T05:49:13","slug":"detection-of-outliers-i","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/chapter\/detection-of-outliers-i\/","title":{"rendered":"Detection of Outliers I"},"content":{"raw":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/z7m9EOqyXeY\" target=\"_blank\" rel=\"noopener\"><img src=\"http:\/\/epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/2018\/11\/download.png\" alt=\"epgp books\" width=\"75px\" height=\"75px;\" \/><\/a>\r\n<\/span><\/div>\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n<img class=\"alignnone size-full wp-image-111\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1.jpg\" alt=\"\" width=\"1125\" height=\"1569\" \/> <img class=\"alignnone size-full wp-image-112\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-2.jpg\" alt=\"\" width=\"1087\" height=\"1521\" \/> <img class=\"alignnone size-full wp-image-113\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-3.jpg\" alt=\"\" width=\"1155\" height=\"1539\" \/> <img class=\"alignnone size-full wp-image-114\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4.jpg\" alt=\"\" width=\"1145\" height=\"1579\" \/> <img class=\"alignnone size-full wp-image-115\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5.jpg\" alt=\"\" width=\"1023\" height=\"1613\" \/> <img class=\"alignnone size-full wp-image-116\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6.jpg\" alt=\"\" width=\"1191\" height=\"1605\" \/> <img class=\"alignnone size-full wp-image-117\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7.jpg\" alt=\"\" width=\"1085\" height=\"1179\" \/>\r\n\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>you can view video on Detection of Outliers I<\/strong><\/td>\r\n<td><a href=\"https:\/\/youtu.be\/z7m9EOqyXeY\" target=\"_blank\" rel=\"noopener\"><img class=\"alignnone wp-image-120\" src=\"http:\/\/epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/2018\/11\/download.png\" alt=\"\" width=\"36\" height=\"36\" \/><\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n","rendered":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/z7m9EOqyXeY\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"http:\/\/epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/2018\/11\/download.png\" alt=\"epgp books\" width=\"75px\" height=\"75px;\" \/><\/a><br \/>\n<\/span><\/div>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-111\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1.jpg\" alt=\"\" width=\"1125\" height=\"1569\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1.jpg 1125w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1-215x300.jpg 215w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1-768x1071.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1-734x1024.jpg 734w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1-65x91.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1-225x314.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-1-350x488.jpg 350w\" sizes=\"auto, (max-width: 1125px) 100vw, 1125px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-112\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-2.jpg\" alt=\"\" width=\"1087\" height=\"1521\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-2.jpg 1087w, 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src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-3.jpg\" alt=\"\" width=\"1155\" height=\"1539\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-3.jpg 1155w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-3-225x300.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-3-768x1024.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-3-65x87.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-3-350x466.jpg 350w\" sizes=\"auto, (max-width: 1155px) 100vw, 1155px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-114\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4.jpg\" alt=\"\" width=\"1145\" height=\"1579\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4.jpg 1145w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4-218x300.jpg 218w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4-768x1059.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4-743x1024.jpg 743w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4-65x90.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4-225x310.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-4-350x483.jpg 350w\" sizes=\"auto, (max-width: 1145px) 100vw, 1145px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-115\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5.jpg\" alt=\"\" width=\"1023\" height=\"1613\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5.jpg 1023w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5-190x300.jpg 190w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5-768x1211.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5-649x1024.jpg 649w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5-65x102.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5-225x355.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-5-350x552.jpg 350w\" sizes=\"auto, (max-width: 1023px) 100vw, 1023px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-116\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6.jpg\" alt=\"\" width=\"1191\" height=\"1605\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6.jpg 1191w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6-223x300.jpg 223w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6-768x1035.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6-760x1024.jpg 760w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6-65x88.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6-225x303.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-6-350x472.jpg 350w\" sizes=\"auto, (max-width: 1191px) 100vw, 1191px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-117\" src=\"http:\/\/statp08.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7.jpg\" alt=\"\" width=\"1085\" height=\"1179\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7.jpg 1085w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7-276x300.jpg 276w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7-768x835.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7-942x1024.jpg 942w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7-65x71.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7-225x244.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-content\/uploads\/sites\/138\/2018\/12\/1522737610DetectionofoutliersI-7-350x380.jpg 350w\" sizes=\"auto, (max-width: 1085px) 100vw, 1085px\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td><strong>you can view video on Detection of Outliers I<\/strong><\/td>\n<td><a href=\"https:\/\/youtu.be\/z7m9EOqyXeY\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-120\" src=\"http:\/\/epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/2018\/11\/download.png\" alt=\"\" width=\"36\" height=\"36\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"author":3,"menu_order":10,"template":"","meta":{"_acf_changed":false,"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":["prof-pooja-sengupta"],"pb_section_license":""},"chapter-type":[],"contributor":[58],"license":[],"class_list":["post-110","chapter","type-chapter","status-publish","hentry","contributor-prof-pooja-sengupta"],"part":3,"_links":{"self":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/pressbooks\/v2\/chapters\/110","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":2,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/pressbooks\/v2\/chapters\/110\/revisions"}],"predecessor-version":[{"id":119,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/pressbooks\/v2\/chapters\/110\/revisions\/119"}],"part":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/pressbooks\/v2\/chapters\/110\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/wp\/v2\/media?parent=110"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/pressbooks\/v2\/chapter-type?post=110"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/wp\/v2\/contributor?post=110"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp08\/wp-json\/wp\/v2\/license?post=110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}