{"id":1206,"date":"2019-01-08T07:07:15","date_gmt":"2019-01-08T07:07:15","guid":{"rendered":"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=1206"},"modified":"2019-01-08T07:07:15","modified_gmt":"2019-01-08T07:07:15","slug":"quasi-likelihood-method-of-estimation","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/chapter\/quasi-likelihood-method-of-estimation\/","title":{"rendered":"Quasi &#8211; Likelihood Method of Estimation"},"content":{"raw":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/aKbxBsMVtbo\" 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<img class=\"aligncenter wp-image-1207 size-full\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_02-e1546931027481.jpg\" alt=\"\" width=\"1511\" height=\"547\" \/> <img class=\"aligncenter size-full wp-image-1208\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_03.jpg\" alt=\"\" width=\"1511\" height=\"437\" \/> <img class=\"aligncenter size-full wp-image-1209\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_04.jpg\" alt=\"\" width=\"1511\" height=\"357\" \/> <img class=\"aligncenter size-full wp-image-1210\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_05.jpg\" alt=\"\" width=\"1509\" height=\"699\" \/> <img class=\"aligncenter size-full wp-image-1211\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_06.jpg\" alt=\"\" width=\"1509\" height=\"507\" \/> <img class=\"aligncenter size-full wp-image-1212\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_07.jpg\" alt=\"\" width=\"1509\" height=\"783\" \/> <img class=\"aligncenter size-full wp-image-1213\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_08.jpg\" alt=\"\" width=\"1509\" height=\"781\" \/> <img class=\"aligncenter size-full wp-image-1214\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_09.jpg\" alt=\"\" width=\"1511\" height=\"747\" \/> <img class=\"aligncenter size-full wp-image-1215\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_10.jpg\" alt=\"\" width=\"1511\" height=\"695\" \/> <img class=\"aligncenter size-full wp-image-1216\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_11.jpg\" alt=\"\" width=\"1507\" height=\"811\" \/> <img class=\"aligncenter size-full wp-image-1217\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_12.jpg\" alt=\"\" width=\"1507\" height=\"941\" \/> <img class=\"aligncenter size-full wp-image-1218\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_13.jpg\" alt=\"\" width=\"1511\" height=\"713\" \/> <img class=\"aligncenter size-full wp-image-1219\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_14.jpg\" alt=\"\" width=\"1509\" height=\"739\" \/> <img class=\"aligncenter size-full wp-image-1220\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_15.jpg\" alt=\"\" width=\"1509\" height=\"401\" \/> <img class=\"aligncenter size-full wp-image-1221\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_16.jpg\" alt=\"\" width=\"1511\" height=\"813\" \/> <img class=\"aligncenter size-full wp-image-1222\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_17.jpg\" alt=\"\" width=\"1511\" height=\"993\" \/> <img class=\"aligncenter size-full wp-image-1223\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_18.jpg\" alt=\"\" width=\"1511\" height=\"453\" \/> <img class=\"aligncenter size-full wp-image-1224\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_19.jpg\" alt=\"\" width=\"1511\" height=\"949\" \/> <img class=\"aligncenter size-full wp-image-1225\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_20.jpg\" alt=\"\" width=\"1511\" height=\"551\" \/> <img class=\"aligncenter size-full wp-image-1226\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_21.jpg\" alt=\"\" width=\"1511\" height=\"1007\" \/> <img class=\"aligncenter size-full wp-image-1227\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_22.jpg\" alt=\"\" width=\"1511\" height=\"889\" \/> <img class=\"aligncenter size-full wp-image-1228\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_23.jpg\" alt=\"\" width=\"1511\" height=\"881\" \/> <img class=\"aligncenter size-full wp-image-1229\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_24.jpg\" alt=\"\" width=\"1509\" height=\"953\" \/> <img class=\"aligncenter size-full wp-image-1230\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25.jpg\" alt=\"\" width=\"1511\" height=\"795\" \/> <img class=\"aligncenter size-full wp-image-1231\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26.jpg\" alt=\"\" width=\"1511\" height=\"937\" \/> <img class=\"aligncenter size-full wp-image-1232\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27.jpg\" alt=\"\" width=\"1509\" height=\"949\" \/>\r\n\r\n&nbsp;\r\n<table width=\"700\">\r\n<tbody>\r\n<tr>\r\n<td><strong>You can view video on Quasi-Likelihood Method of Estimation<\/strong><\/td>\r\n<td><a href=\"https:\/\/youtu.be\/aKbxBsMVtbo\"><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&nbsp;\r\n\r\n<strong>References:<\/strong>\r\n<ol>\r\n \t<li style=\"text-align: justify\">Categorical Data Analysis by Alan Agresti,Second Edition,Wiley-Interscience.<\/li>\r\n \t<li style=\"text-align: justify\">Generalized Linear Model by P. McCullagh and J. A. Nelder,Second Edition, Chapman &amp; Hall.<\/li>\r\n \t<li style=\"text-align: justify\">McCullagh, P. (1983) : Quasi-likelihood functions,Annals of Statistics 11, 59 - 67.<\/li>\r\n \t<li style=\"text-align: justify\">Quasi-Likelihood and its Application: A General Approach to Optimal Parameter Estimation by Christopher C. Heyde (1997).<\/li>\r\n<\/ol>","rendered":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/aKbxBsMVtbo\" 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><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1207 size-full\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_02-e1546931027481.jpg\" alt=\"\" width=\"1511\" height=\"547\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_02-e1546931027481.jpg 1511w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_02-e1546931027481-300x109.jpg 300w, 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src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_03.jpg\" alt=\"\" width=\"1511\" height=\"437\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_03.jpg 1511w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_03-300x87.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_03-768x222.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_03-1024x296.jpg 1024w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_03-65x19.jpg 65w, 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sizes=\"auto, (max-width: 1509px) 100vw, 1509px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1211\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_06.jpg\" alt=\"\" width=\"1509\" height=\"507\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_06.jpg 1509w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_06-300x101.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_06-768x258.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_06-1024x344.jpg 1024w, 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height=\"795\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25.jpg 1511w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25-300x158.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25-768x404.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25-1024x539.jpg 1024w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25-65x34.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25-225x118.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_25-350x184.jpg 350w\" sizes=\"auto, (max-width: 1511px) 100vw, 1511px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1231\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26.jpg\" alt=\"\" width=\"1511\" height=\"937\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26.jpg 1511w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26-300x186.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26-768x476.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26-1024x635.jpg 1024w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26-65x40.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26-225x140.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_26-350x217.jpg 350w\" sizes=\"auto, (max-width: 1511px) 100vw, 1511px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1232\" src=\"http:\/\/statp06.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27.jpg\" alt=\"\" width=\"1509\" height=\"949\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27.jpg 1509w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27-300x189.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27-768x483.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27-1024x644.jpg 1024w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27-65x41.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27-225x142.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-content\/uploads\/sites\/133\/2019\/01\/1465559147Module20Quadrant1_Page_27-350x220.jpg 350w\" sizes=\"auto, (max-width: 1509px) 100vw, 1509px\" \/><\/p>\n<p>&nbsp;<\/p>\n<table style=\"width: 700px;\">\n<tbody>\n<tr>\n<td><strong>You can view video on Quasi-Likelihood Method of Estimation<\/strong><\/td>\n<td><a href=\"https:\/\/youtu.be\/aKbxBsMVtbo\"><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<p>&nbsp;<\/p>\n<p><strong>References:<\/strong><\/p>\n<ol>\n<li style=\"text-align: justify\">Categorical Data Analysis by Alan Agresti,Second Edition,Wiley-Interscience.<\/li>\n<li style=\"text-align: justify\">Generalized Linear Model by P. McCullagh and J. A. Nelder,Second Edition, Chapman &amp; Hall.<\/li>\n<li style=\"text-align: justify\">McCullagh, P. (1983) : Quasi-likelihood functions,Annals of Statistics 11, 59 &#8211; 67.<\/li>\n<li style=\"text-align: justify\">Quasi-Likelihood and its Application: A General Approach to Optimal Parameter Estimation by Christopher C. Heyde (1997).<\/li>\n<\/ol>\n","protected":false},"author":4,"menu_order":39,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":["saurav-de"],"pb_section_license":""},"chapter-type":[],"contributor":[59],"license":[],"class_list":["post-1206","chapter","type-chapter","status-publish","hentry","contributor-saurav-de"],"part":3,"_links":{"self":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/pressbooks\/v2\/chapters\/1206","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/wp\/v2\/users\/4"}],"version-history":[{"count":1,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/pressbooks\/v2\/chapters\/1206\/revisions"}],"predecessor-version":[{"id":1233,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/pressbooks\/v2\/chapters\/1206\/revisions\/1233"}],"part":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/pressbooks\/v2\/chapters\/1206\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/wp\/v2\/media?parent=1206"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/pressbooks\/v2\/chapter-type?post=1206"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/wp\/v2\/contributor?post=1206"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp06\/wp-json\/wp\/v2\/license?post=1206"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}