{"id":600,"date":"2018-12-28T10:19:09","date_gmt":"2018-12-28T10:19:09","guid":{"rendered":"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=600"},"modified":"2018-12-28T10:19:09","modified_gmt":"2018-12-28T10:19:09","slug":"generalized-additive-modelsgam","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/chapter\/generalized-additive-modelsgam\/","title":{"rendered":"Generalized additive Models(GAM)"},"content":{"raw":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/jS47pBu_gN8\" 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&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n<img class=\"aligncenter size-full wp-image-601\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-03.jpg\" alt=\"\" width=\"733\" height=\"639\" \/> <img class=\"aligncenter size-full wp-image-602\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-04.jpg\" alt=\"\" width=\"951\" height=\"661\" \/> <img class=\"aligncenter size-full wp-image-603\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-05.jpg\" alt=\"\" width=\"957\" height=\"601\" \/> <img class=\"aligncenter size-full wp-image-604\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-06.jpg\" alt=\"\" width=\"967\" height=\"695\" \/> <img class=\"aligncenter size-full wp-image-605\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-07.jpg\" alt=\"\" width=\"970\" height=\"669\" \/> <img class=\"aligncenter size-full wp-image-606\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-08.jpg\" alt=\"\" width=\"949\" height=\"579\" \/> <img class=\"aligncenter size-full wp-image-607\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-09.jpg\" alt=\"\" width=\"971\" height=\"649\" \/> <img class=\"aligncenter size-full wp-image-608\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-10.jpg\" alt=\"\" width=\"952\" height=\"566\" \/> <img class=\"aligncenter size-full wp-image-609\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-11.jpg\" alt=\"\" width=\"951\" height=\"371\" \/> <img class=\"aligncenter size-full wp-image-610\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-12.jpg\" alt=\"\" width=\"976\" height=\"672\" \/> <img class=\"aligncenter size-full wp-image-611\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13.jpg\" alt=\"\" width=\"956\" height=\"621\" \/> <img class=\"aligncenter size-full wp-image-612\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-14.jpg\" alt=\"\" width=\"1007\" height=\"707\" \/> <img class=\"aligncenter size-full wp-image-613\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15.jpg\" alt=\"\" width=\"982\" height=\"614\" \/> <img class=\"aligncenter size-full wp-image-614\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16.jpg\" alt=\"\" width=\"943\" height=\"465\" \/> <img class=\"aligncenter size-full wp-image-615\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17.jpg\" alt=\"\" width=\"969\" height=\"647\" \/> <img class=\"aligncenter size-full wp-image-616\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18.jpg\" alt=\"\" width=\"983\" height=\"669\" \/> <img class=\"aligncenter size-full wp-image-617\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19.jpg\" alt=\"\" width=\"963\" height=\"681\" \/>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>you can view video on Generalized additive Models(GAM)<\/strong><\/td>\r\n<td><a href=\"https:\/\/youtu.be\/jS47pBu_gN8\" 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>","rendered":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/jS47pBu_gN8\" 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><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-601\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-03.jpg\" alt=\"\" width=\"733\" height=\"639\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-03.jpg 733w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-03-300x262.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-03-65x57.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-03-225x196.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-03-350x305.jpg 350w\" sizes=\"auto, (max-width: 733px) 100vw, 733px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-602\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-04.jpg\" alt=\"\" width=\"951\" height=\"661\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-04.jpg 951w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-04-300x209.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-04-768x534.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-04-65x45.jpg 65w, 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decoding=\"async\" class=\"aligncenter size-full wp-image-611\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13.jpg\" alt=\"\" width=\"956\" height=\"621\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13.jpg 956w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13-300x195.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13-768x499.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13-65x42.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13-225x146.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-13-350x227.jpg 350w\" sizes=\"auto, (max-width: 956px) 100vw, 956px\" \/> <img 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100vw, 1007px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-613\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15.jpg\" alt=\"\" width=\"982\" height=\"614\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15.jpg 982w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15-300x188.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15-768x480.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15-65x41.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15-225x141.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-15-350x219.jpg 350w\" sizes=\"auto, (max-width: 982px) 100vw, 982px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-614\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16.jpg\" alt=\"\" width=\"943\" height=\"465\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16.jpg 943w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16-300x148.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16-768x379.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16-65x32.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16-225x111.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-16-350x173.jpg 350w\" sizes=\"auto, (max-width: 943px) 100vw, 943px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-615\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17.jpg\" alt=\"\" width=\"969\" height=\"647\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17.jpg 969w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17-300x200.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17-768x513.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17-65x43.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17-225x150.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-17-350x234.jpg 350w\" sizes=\"auto, (max-width: 969px) 100vw, 969px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-616\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18.jpg\" alt=\"\" width=\"983\" height=\"669\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18.jpg 983w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18-300x204.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18-768x523.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18-65x44.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18-225x153.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-18-350x238.jpg 350w\" sizes=\"auto, (max-width: 983px) 100vw, 983px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-617\" src=\"http:\/\/statp09.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19.jpg\" alt=\"\" width=\"963\" height=\"681\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19.jpg 963w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19-300x212.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19-768x543.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19-65x46.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19-225x159.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-content\/uploads\/sites\/136\/2018\/12\/1522927219GAM-19-350x248.jpg 350w\" sizes=\"auto, (max-width: 963px) 100vw, 963px\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td><strong>you can view video on Generalized additive Models(GAM)<\/strong><\/td>\n<td><a href=\"https:\/\/youtu.be\/jS47pBu_gN8\" 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":33,"template":"","meta":{"_acf_changed":false,"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":["dr-santu-ghosh"],"pb_section_license":""},"chapter-type":[],"contributor":[60],"license":[],"class_list":["post-600","chapter","type-chapter","status-publish","hentry","contributor-dr-santu-ghosh"],"part":3,"_links":{"self":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/pressbooks\/v2\/chapters\/600","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":1,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/pressbooks\/v2\/chapters\/600\/revisions"}],"predecessor-version":[{"id":618,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/pressbooks\/v2\/chapters\/600\/revisions\/618"}],"part":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/pressbooks\/v2\/chapters\/600\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/wp\/v2\/media?parent=600"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/pressbooks\/v2\/chapter-type?post=600"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/wp\/v2\/contributor?post=600"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp09\/wp-json\/wp\/v2\/license?post=600"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}