{"id":48,"date":"2018-12-27T04:31:20","date_gmt":"2018-12-27T04:31:20","guid":{"rendered":"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=48"},"modified":"2018-12-27T04:38:17","modified_gmt":"2018-12-27T04:38:17","slug":"model-assumptions-of-linear-regression","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/chapter\/model-assumptions-of-linear-regression\/","title":{"rendered":"Model Assumptions of Linear Regression"},"content":{"raw":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/WkzXsHvPQw4\" 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-50\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02.jpg\" alt=\"\" width=\"921\" height=\"473\" \/> <img class=\"alignnone size-full wp-image-51\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03.jpg\" alt=\"\" width=\"869\" height=\"345\" \/> <img class=\"alignnone size-full wp-image-52\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-04.jpg\" alt=\"\" width=\"719\" height=\"305\" \/> <img class=\"alignnone size-full wp-image-53\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-05.jpg\" alt=\"\" width=\"687\" height=\"541\" \/> <img class=\"alignnone size-full wp-image-54\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06.jpg\" alt=\"\" width=\"869\" height=\"307\" \/> <img class=\"alignnone size-full wp-image-55\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07.jpg\" alt=\"\" width=\"875\" height=\"335\" \/> <img class=\"alignnone size-full wp-image-56\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08.jpg\" alt=\"\" width=\"893\" height=\"391\" \/> <img class=\"alignnone size-full wp-image-57\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-09.jpg\" alt=\"\" width=\"871\" height=\"539\" \/> <img class=\"alignnone size-full wp-image-58\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-10.jpg\" alt=\"\" width=\"855\" height=\"327\" \/> <img class=\"alignnone size-full wp-image-59\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-11.jpg\" alt=\"\" width=\"907\" height=\"365\" \/> <img class=\"alignnone size-full wp-image-60\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-12.jpg\" alt=\"\" width=\"847\" height=\"517\" \/> <img class=\"alignnone size-full wp-image-61\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-13.jpg\" alt=\"\" width=\"903\" height=\"357\" \/> <img class=\"alignnone size-full wp-image-62\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-14.jpg\" alt=\"\" width=\"857\" height=\"527\" \/> <img class=\"alignnone size-full wp-image-63\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-15.jpg\" alt=\"\" width=\"869\" height=\"277\" \/> <img class=\"alignnone size-full wp-image-64\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-16.jpg\" alt=\"\" width=\"871\" height=\"547\" \/> <img class=\"alignnone size-full wp-image-65\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-17.jpg\" alt=\"\" width=\"851\" height=\"243\" \/> <img class=\"alignnone size-full wp-image-66\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-18.jpg\" alt=\"\" width=\"830\" height=\"511\" \/> <img class=\"alignnone size-full wp-image-67\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-19.jpg\" alt=\"\" width=\"873\" height=\"247\" \/> <img class=\"alignnone size-full wp-image-68\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-20.jpg\" alt=\"\" width=\"833\" height=\"505\" \/> <img class=\"alignnone size-full wp-image-69\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-21.jpg\" alt=\"\" width=\"837\" height=\"303\" \/> <img class=\"alignnone size-full wp-image-70\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-22.jpg\" alt=\"\" width=\"805\" height=\"529\" \/> <img class=\"alignnone size-full wp-image-71\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-23.jpg\" alt=\"\" width=\"830\" height=\"249\" \/> <img class=\"alignnone size-full wp-image-72\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-24.jpg\" alt=\"\" width=\"789\" height=\"489\" \/> <img class=\"alignnone size-full wp-image-73\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-25.jpg\" alt=\"\" width=\"883\" height=\"315\" \/> <img class=\"alignnone size-full wp-image-74\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-26.jpg\" alt=\"\" width=\"739\" height=\"469\" \/> <img class=\"alignnone size-full wp-image-75\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-27.jpg\" alt=\"\" width=\"921\" height=\"329\" \/> <img class=\"alignnone size-full wp-image-76\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-28.jpg\" alt=\"\" width=\"749\" height=\"469\" \/> <img class=\"alignnone size-full wp-image-77\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-29.jpg\" alt=\"\" width=\"895\" height=\"239\" \/> <img class=\"alignnone size-full wp-image-78\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-30.jpg\" alt=\"\" width=\"879\" height=\"527\" \/> <img class=\"alignnone size-full wp-image-79\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-31.jpg\" alt=\"\" width=\"889\" height=\"553\" \/> <img class=\"alignnone size-full wp-image-80\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-32.jpg\" alt=\"\" width=\"893\" height=\"333\" \/> <img class=\"alignnone size-full wp-image-81\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-33.jpg\" alt=\"\" width=\"815\" height=\"501\" \/> <img class=\"alignnone size-full wp-image-82\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-34.jpg\" alt=\"\" width=\"885\" height=\"217\" \/> <img class=\"alignnone size-full wp-image-83\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35.jpg\" alt=\"\" width=\"897\" height=\"331\" \/> <img class=\"alignnone size-full wp-image-84\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36.jpg\" alt=\"\" width=\"923\" height=\"377\" \/>\r\n\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>you can view video on Model Assumptions of Linear Regression<\/strong><\/td>\r\n<td><a href=\"https:\/\/youtu.be\/WkzXsHvPQw4\" 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\/WkzXsHvPQw4\" 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-50\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02.jpg\" alt=\"\" width=\"921\" height=\"473\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02.jpg 921w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02-300x154.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02-768x394.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02-65x33.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02-225x116.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-02-350x180.jpg 350w\" sizes=\"auto, (max-width: 921px) 100vw, 921px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-51\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03.jpg\" alt=\"\" width=\"869\" height=\"345\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03.jpg 869w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03-300x119.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03-768x305.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03-65x26.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03-225x89.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-03-350x139.jpg 350w\" sizes=\"auto, (max-width: 869px) 100vw, 869px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-52\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-04.jpg\" alt=\"\" width=\"719\" height=\"305\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-04.jpg 719w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-04-300x127.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-04-65x28.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-04-225x95.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-04-350x148.jpg 350w\" sizes=\"auto, (max-width: 719px) 100vw, 719px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-53\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-05.jpg\" alt=\"\" width=\"687\" height=\"541\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-05.jpg 687w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-05-300x236.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-05-65x51.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-05-225x177.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-05-350x276.jpg 350w\" sizes=\"auto, (max-width: 687px) 100vw, 687px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-54\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06.jpg\" alt=\"\" width=\"869\" height=\"307\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06.jpg 869w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06-300x106.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06-768x271.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06-65x23.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06-225x79.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-06-350x124.jpg 350w\" sizes=\"auto, (max-width: 869px) 100vw, 869px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-55\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07.jpg\" alt=\"\" width=\"875\" height=\"335\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07.jpg 875w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07-300x115.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07-768x294.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07-65x25.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07-225x86.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-07-350x134.jpg 350w\" sizes=\"auto, (max-width: 875px) 100vw, 875px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-56\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08.jpg\" alt=\"\" width=\"893\" height=\"391\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08.jpg 893w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08-300x131.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08-768x336.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08-65x28.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08-225x99.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-08-350x153.jpg 350w\" sizes=\"auto, (max-width: 893px) 100vw, 893px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-57\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-09.jpg\" alt=\"\" width=\"871\" height=\"539\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-09.jpg 871w, 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src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-10.jpg\" alt=\"\" width=\"855\" height=\"327\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-10.jpg 855w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-10-300x115.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-10-768x294.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-10-65x25.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-10-225x86.jpg 225w, 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https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-34-300x74.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-34-768x188.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-34-65x16.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-34-225x55.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-34-350x86.jpg 350w\" sizes=\"auto, (max-width: 885px) 100vw, 885px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-83\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35.jpg\" alt=\"\" width=\"897\" height=\"331\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35.jpg 897w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35-300x111.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35-768x283.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35-65x24.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35-225x83.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-35-350x129.jpg 350w\" sizes=\"auto, (max-width: 897px) 100vw, 897px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-84\" src=\"http:\/\/statp07.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36.jpg\" alt=\"\" width=\"923\" height=\"377\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36.jpg 923w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36-300x123.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36-768x314.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36-65x27.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36-225x92.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-content\/uploads\/sites\/134\/2018\/12\/1522664939Modelassumptionsoflinearregression-36-350x143.jpg 350w\" sizes=\"auto, (max-width: 923px) 100vw, 923px\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td><strong>you can view video on Model Assumptions of Linear Regression<\/strong><\/td>\n<td><a href=\"https:\/\/youtu.be\/WkzXsHvPQw4\" 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":3,"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-48","chapter","type-chapter","status-publish","hentry","contributor-prof-pooja-sengupta"],"part":3,"_links":{"self":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/pressbooks\/v2\/chapters\/48","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":4,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/pressbooks\/v2\/chapters\/48\/revisions"}],"predecessor-version":[{"id":87,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/pressbooks\/v2\/chapters\/48\/revisions\/87"}],"part":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/pressbooks\/v2\/chapters\/48\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/wp\/v2\/media?parent=48"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/pressbooks\/v2\/chapter-type?post=48"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/wp\/v2\/contributor?post=48"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp07\/wp-json\/wp\/v2\/license?post=48"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}