{"id":6663,"date":"2020-10-16T16:28:46","date_gmt":"2020-10-16T09:28:46","guid":{"rendered":"http:\/\/stang.sc.mahidol.ac.th\/newresources\/?p=6663"},"modified":"2020-10-16T16:28:46","modified_gmt":"2020-10-16T09:28:46","slug":"introductory-statistical-inference","status":"publish","type":"post","link":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/?p=6663","title":{"rendered":"Introductory statistical inference"},"content":{"rendered":"<p><a href=\"https:\/\/library.mahidol.ac.th\/record=b1494144a\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-6658 size-medium\" src=\"http:\/\/stang.sc.mahidol.ac.th\/newresources\/wp-content\/uploads\/2020\/10\/66973-200x300.jpg\" alt=\"\" width=\"200\" height=\"300\" \/><\/a><\/p>\n<p>AUTHOR Mukhopadhyay, Nitis, 1950-<\/p>\n<p>CALL NO QA276 M953i 2019<\/p>\n<p>IMPRINT\u00a0 Boca Raton, Fla. : CRC Press, 2019, c2006<\/p>\n<p><!--more-->This gracefully organized text reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, figures, tables, and computer simulations to develop and illustrate concepts. Drills and boxed summaries emphasize and reinforce important ideas and special techniques.<\/p>\n<p>Beginning with a review of the basic concepts and methods in probability theory, moments, and moment generating functions, the author moves to more intricate topics. Introductory Statistical Inference studies multivariate random variables, exponential families of distributions, and standard probability inequalities. It develops the Helmert transformation for normal distributions, introduces the notions of convergence, and spotlights the central limit theorems. Coverage highlights sampling distributions, Basu&#8217;s theorem, Rao-Blackwellization and the Cram\u00e9r-Rao inequality. The text also provides in-depth coverage of Lehmann-Scheff\u00e9 theorems, focuses on tests of hypotheses, describes Bayesian methods and the Bayes&#8217; estimator, and develops large-sample inference. The author provides a historical context for statistics and statistical discoveries and answers to a majority of the end-of-chapter exercises.<\/p>\n<p>Designed primarily for a one-semester, first-year graduate course in probability and statistical inference, this text serves readers from varied backgrounds, ranging from engineering, economics, agriculture, and bioscience to finance, financial mathematics, operations and information management, and psychology.<\/p>\n<p>Source :\u00a0 <a href=\"https:\/\/www.routledge.com\/Introductory-Statistical-Inference\/Mukhopadhyay\/p\/book\/9780367391157\">https:\/\/www.routledge.com\/Introductory-Statistical-Inference\/Mukhopadhyay\/p\/book\/9780367391157<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AUTHOR Mukhopadhyay, Nitis, 1950- CALL NO QA276 M953i 2019 IMPRINT\u00a0 Boca Raton, Fla. : CRC Press, 2019, c2006<\/p>\n","protected":false},"author":1,"featured_media":6658,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[255,1661],"class_list":["post-6663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-new-book-releases","tag-mathematical-statistics","tag-statistical-inference"],"_links":{"self":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/6663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6663"}],"version-history":[{"count":1,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/6663\/revisions"}],"predecessor-version":[{"id":6664,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/6663\/revisions\/6664"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/media\/6658"}],"wp:attachment":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}