{"id":531,"date":"2019-01-01T05:40:24","date_gmt":"2019-01-01T05:40:24","guid":{"rendered":"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/?post_type=chapter&#038;p=531"},"modified":"2019-01-01T05:41:03","modified_gmt":"2019-01-01T05:41:03","slug":"the-bootstrap-computationalmethods","status":"publish","type":"chapter","link":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/chapter\/the-bootstrap-computationalmethods\/","title":{"rendered":"The Bootstrap:  Computationalmethods"},"content":{"raw":"<div>\r\n<div><img class=\"aligncenter size-full wp-image-532\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-03.jpg\" alt=\"\" width=\"669\" height=\"202\" \/> <img class=\"aligncenter size-full wp-image-533\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-04.jpg\" alt=\"\" width=\"847\" height=\"306\" \/> <img class=\"aligncenter size-full wp-image-534\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-05.jpg\" alt=\"\" width=\"887\" height=\"517\" \/> <img class=\"aligncenter size-full wp-image-535\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-06.jpg\" alt=\"\" width=\"841\" height=\"567\" \/> <img class=\"aligncenter size-full wp-image-536\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-07.jpg\" alt=\"\" width=\"867\" height=\"457\" \/> <img class=\"aligncenter size-full wp-image-537\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-08.jpg\" alt=\"\" width=\"873\" height=\"631\" \/> <img class=\"aligncenter size-full wp-image-538\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-09.jpg\" alt=\"\" width=\"871\" height=\"397\" \/> <img class=\"aligncenter size-full wp-image-539\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-10.jpg\" alt=\"\" width=\"829\" height=\"503\" \/> <img class=\"aligncenter size-full wp-image-540\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11.jpg\" alt=\"\" width=\"871\" height=\"575\" \/><\/div>\r\n<div>References<\/div>\r\n<div><\/div>\r\n<ul>\r\n \t<li style=\"text-align: justify\">Efron, B. and Tibshirani, R. ( 1986 ). Bootstrap methods for standard errors, con dence intervals and other measures of statistical accuracy . Statistical Science. Vol-1 ,pp 54 - 77<\/li>\r\n \t<li style=\"text-align: justify\">Efron, B. ( 1987 ). Better bootstrap con dence intervals (with discussion). Journal of Ameriacan Statistical Association. Vol-82 ,pp 171 - 200<\/li>\r\n \t<li style=\"text-align: justify\">Efron, B. and Tibshirani, R. (1993) An Introduction to the Bootstrap. Chapman Hall<\/li>\r\n<\/ul>\r\n<\/div>","rendered":"<div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-532\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-03.jpg\" alt=\"\" width=\"669\" height=\"202\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-03.jpg 669w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-03-300x91.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-03-65x20.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-03-225x68.jpg 225w, 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src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-06.jpg\" alt=\"\" width=\"841\" height=\"567\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-06.jpg 841w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-06-300x202.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-06-768x518.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-06-65x44.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-06-225x152.jpg 225w, 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src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-09.jpg\" alt=\"\" width=\"871\" height=\"397\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-09.jpg 871w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-09-300x137.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-09-768x350.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-09-65x30.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-09-225x103.jpg 225w, 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https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-10-65x39.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-10-225x137.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-10-350x212.jpg 350w\" sizes=\"auto, (max-width: 829px) 100vw, 829px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-540\" src=\"http:\/\/statp12.epgpbooks.inflibnet.ac.in\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11.jpg\" alt=\"\" width=\"871\" height=\"575\" srcset=\"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11.jpg 871w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11-300x198.jpg 300w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11-768x507.jpg 768w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11-65x43.jpg 65w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11-225x149.jpg 225w, https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-content\/uploads\/sites\/140\/2019\/01\/9470_et_bootstrap_6_bootstrap_computational_issues-11-350x231.jpg 350w\" sizes=\"auto, (max-width: 871px) 100vw, 871px\" \/><\/div>\n<div>References<\/div>\n<div><\/div>\n<ul>\n<li style=\"text-align: justify\">Efron, B. and Tibshirani, R. ( 1986 ). Bootstrap methods for standard errors, con dence intervals and other measures of statistical accuracy . Statistical Science. Vol-1 ,pp 54 &#8211; 77<\/li>\n<li style=\"text-align: justify\">Efron, B. ( 1987 ). Better bootstrap con dence intervals (with discussion). Journal of Ameriacan Statistical Association. Vol-82 ,pp 171 &#8211; 200<\/li>\n<li style=\"text-align: justify\">Efron, B. and Tibshirani, R. (1993) An Introduction to the Bootstrap. Chapman Hall<\/li>\n<\/ul>\n<\/div>\n","protected":false},"author":3,"menu_order":30,"template":"","meta":{"_acf_changed":false,"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":["souvik-kumar-bandyopadhyay"],"pb_section_license":""},"chapter-type":[],"contributor":[58],"license":[],"class_list":["post-531","chapter","type-chapter","status-publish","hentry","contributor-souvik-kumar-bandyopadhyay"],"part":3,"_links":{"self":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/531","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/users\/3"}],"version-history":[{"count":1,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/531\/revisions"}],"predecessor-version":[{"id":541,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/531\/revisions\/541"}],"part":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapters\/531\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/media?parent=531"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/pressbooks\/v2\/chapter-type?post=531"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/contributor?post=531"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/ebooks.inflibnet.ac.in\/statp12\/wp-json\/wp\/v2\/license?post=531"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}