{"id":184,"date":"2018-12-31T07:25:34","date_gmt":"2018-12-31T07:25:34","guid":{"rendered":"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=184"},"modified":"2018-12-31T09:26:06","modified_gmt":"2018-12-31T09:26:06","slug":"introduction-to-principal-components-analysis","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/chapter\/introduction-to-principal-components-analysis\/","title":{"rendered":"Introduction to Principal Components Analysis"},"content":{"raw":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/ZVOczc8cnbw\" 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-188\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12.jpg\" alt=\"\" width=\"934\" height=\"487\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-189\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14.jpg\" alt=\"\" width=\"936\" height=\"429\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-190\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19.jpg\" alt=\"\" width=\"917\" height=\"470\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-191\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-21.jpg\" alt=\"\" width=\"936\" height=\"649\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-192\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-23.jpg\" alt=\"\" width=\"923\" height=\"496\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-193\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26.jpg\" alt=\"\" width=\"917\" height=\"597\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-194\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-28.jpg\" alt=\"\" width=\"948\" height=\"443\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-195\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-33.jpg\" alt=\"\" width=\"815\" height=\"474\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-196\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-36.jpg\" alt=\"\" width=\"893\" height=\"457\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-197\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-39.jpg\" alt=\"\" width=\"918\" height=\"564\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-198\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-43.jpg\" alt=\"\" width=\"926\" height=\"558\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-199\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47.jpg\" alt=\"\" width=\"909\" height=\"488\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-200\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48.jpg\" alt=\"\" width=\"934\" height=\"526\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-201\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51.jpg\" alt=\"\" width=\"920\" height=\"649\" \/><img class=\"aligncenter size-full wp-image-202\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55.jpg\" alt=\"\" width=\"811\" height=\"250\" \/>\r\n<table>\r\n<tbody>\r\n<tr>\r\n<td><strong>you can view video on Introduction to PrincipalComponents Analysis<\/strong><\/td>\r\n<td><a href=\"https:\/\/youtu.be\/ZVOczc8cnbw\" 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<img class=\"aligncenter size-full wp-image-203\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08.jpg\" alt=\"\" width=\"938\" height=\"333\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-204\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11.jpg\" alt=\"\" width=\"941\" height=\"371\" \/>\r\n\r\n<img class=\"aligncenter size-full wp-image-205\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14.jpg\" alt=\"\" width=\"938\" height=\"375\" \/>","rendered":"<div><span style=\"float: right\"><a href=\"https:\/\/youtu.be\/ZVOczc8cnbw\" 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-188\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12.jpg\" alt=\"\" width=\"934\" height=\"487\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12.jpg 934w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12-300x156.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12-768x400.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12-65x34.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12-225x117.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-12-350x182.jpg 350w\" sizes=\"auto, (max-width: 934px) 100vw, 934px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-189\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14.jpg\" alt=\"\" width=\"936\" height=\"429\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14.jpg 936w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14-300x138.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14-768x352.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14-65x30.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14-225x103.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-14-350x160.jpg 350w\" sizes=\"auto, (max-width: 936px) 100vw, 936px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-190\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19.jpg\" alt=\"\" width=\"917\" height=\"470\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19.jpg 917w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19-300x154.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19-768x394.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19-65x33.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19-225x115.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-19-350x179.jpg 350w\" sizes=\"auto, (max-width: 917px) 100vw, 917px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-191\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-21.jpg\" alt=\"\" width=\"936\" height=\"649\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-21.jpg 936w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-21-300x208.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-21-768x533.jpg 768w, 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https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-23-300x161.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-23-768x413.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-23-65x35.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-23-225x121.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-23-350x188.jpg 350w\" sizes=\"auto, (max-width: 923px) 100vw, 923px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-193\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26.jpg\" alt=\"\" width=\"917\" height=\"597\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26.jpg 917w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26-300x195.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26-768x500.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26-65x42.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26-225x146.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-26-350x228.jpg 350w\" sizes=\"auto, (max-width: 917px) 100vw, 917px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-194\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-28.jpg\" alt=\"\" width=\"948\" height=\"443\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-28.jpg 948w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-28-300x140.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-28-768x359.jpg 768w, 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src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-36.jpg\" alt=\"\" width=\"893\" height=\"457\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-36.jpg 893w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-36-300x154.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-36-768x393.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-36-65x33.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-36-225x115.jpg 225w, 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src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47.jpg\" alt=\"\" width=\"909\" height=\"488\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47.jpg 909w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47-300x161.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47-768x412.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47-65x35.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47-225x121.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-47-350x188.jpg 350w\" sizes=\"auto, (max-width: 909px) 100vw, 909px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-200\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48.jpg\" alt=\"\" width=\"934\" height=\"526\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48.jpg 934w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48-300x169.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48-768x433.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48-65x37.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48-225x127.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-48-350x197.jpg 350w\" sizes=\"auto, (max-width: 934px) 100vw, 934px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-201\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51.jpg\" alt=\"\" width=\"920\" height=\"649\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51.jpg 920w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51-300x212.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51-768x542.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51-65x46.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51-225x159.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-51-350x247.jpg 350w\" sizes=\"auto, (max-width: 920px) 100vw, 920px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-202\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55.jpg\" alt=\"\" width=\"811\" height=\"250\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55.jpg 811w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55-300x92.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55-768x237.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55-65x20.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55-225x69.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691367PrincipalComponentsAnalysis_1-55-350x108.jpg 350w\" sizes=\"auto, (max-width: 811px) 100vw, 811px\" \/><\/p>\n<table>\n<tbody>\n<tr>\n<td><strong>you can view video on Introduction to PrincipalComponents Analysis<\/strong><\/td>\n<td><a href=\"https:\/\/youtu.be\/ZVOczc8cnbw\" 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<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-203\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08.jpg\" alt=\"\" width=\"938\" height=\"333\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08.jpg 938w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08-300x107.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08-768x273.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08-65x23.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08-225x80.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-08-350x124.jpg 350w\" sizes=\"auto, (max-width: 938px) 100vw, 938px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-204\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11.jpg\" alt=\"\" width=\"941\" height=\"371\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11.jpg 941w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11-300x118.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11-768x303.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11-65x26.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11-225x89.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-11-350x138.jpg 350w\" sizes=\"auto, (max-width: 941px) 100vw, 941px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-205\" src=\"http:\/\/statp11.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14.jpg\" alt=\"\" width=\"938\" height=\"375\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14.jpg 938w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14-300x120.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14-768x307.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14-65x26.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14-225x90.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-content\/uploads\/sites\/139\/2018\/12\/1525691374PrincipalComponentsAnalysis_1_Ref-14-350x140.jpg 350w\" sizes=\"auto, (max-width: 938px) 100vw, 938px\" \/><\/p>\n","protected":false},"author":3,"menu_order":15,"template":"","meta":{"_acf_changed":false,"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":["souvik-bandyopadhyay"],"pb_section_license":""},"chapter-type":[],"contributor":[58],"license":[],"class_list":["post-184","chapter","type-chapter","status-publish","hentry","contributor-souvik-bandyopadhyay"],"part":3,"_links":{"self":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/pressbooks\/v2\/chapters\/184","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":4,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/pressbooks\/v2\/chapters\/184\/revisions"}],"predecessor-version":[{"id":206,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/pressbooks\/v2\/chapters\/184\/revisions\/206"}],"part":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/pressbooks\/v2\/chapters\/184\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/wp\/v2\/media?parent=184"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/pressbooks\/v2\/chapter-type?post=184"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/wp\/v2\/contributor?post=184"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp11\/wp-json\/wp\/v2\/license?post=184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}