{"id":8402,"date":"2023-03-20T09:51:09","date_gmt":"2023-03-20T02:51:09","guid":{"rendered":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/?p=8402"},"modified":"2023-03-20T09:51:09","modified_gmt":"2023-03-20T02:51:09","slug":"dose-response-analysis-using-r","status":"publish","type":"post","link":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/?p=8402","title":{"rendered":"Dose-response analysis using R"},"content":{"rendered":"<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-8377 size-medium\" title=\"https:\/\/library.mahidol.ac.th\/record=b1512712a\" src=\"http:\/\/stang.sc.mahidol.ac.th\/newresources\/wp-content\/uploads\/2023\/03\/67450-200x300.jpg\" alt=\"\" width=\"200\" height=\"300\" \/>AUTHOR\u00a0 <\/strong>Ritz, Christian<\/p>\n<p><strong>CALL NO<\/strong> QV38 R615d 2020<\/p>\n<p><strong>IMPRINT\u00a0<\/strong> Boca Raton : CRC Press, Taylor &amp; Francis Group, c2020<\/p>\n<blockquote><p><strong>[For MU Students and Staff can request here]<\/strong><\/p><\/blockquote>\n<p><a href=\"https:\/\/widgets.ebscohost.com\/prod\/customlink\/ill\/index.php?client=s4067941_Campus_web\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7115 alignleft\" src=\"http:\/\/stang.sc.mahidol.ac.th\/newresources\/wp-content\/uploads\/2021\/10\/BD.gif\" alt=\"\" width=\"150\" height=\"78\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><!--more--><\/p>\n<p>Nowadays the term dose-response is used in many different contexts and many different scientific disciplines including agriculture, biochemistry, chemistry, environmental sciences, genetics, pharmacology, plant sciences, toxicology, and zoology.<\/p>\n<p>In the 1940 and 1950s, dose-response analysis was intimately linked to evaluation of toxicity in terms of binary responses, such as immobility and mortality, with a limited number of doses of a toxic compound being compared to a control group (dose 0). Later, dose-response analysis has been extended to other types of data and to more complex experimental designs. Moreover, estimation of model parameters has undergone a dramatic change, from struggling with cumbersome manual operations and transformations with pen and paper to rapid calculations on any laptop. Advances in statistical software have fueled this development.<\/p>\n<p>Key Features:<\/p>\n<ul>\n<li>Provides a practical and comprehensive overview of dose-response analysis.<\/li>\n<li>Includes numerous real data examples to illustrate the methodology.<\/li>\n<li>R code is integrated into the text to give guidance on applying the methods.<\/li>\n<li>Written with minimal mathematics to be suitable for practitioners.<\/li>\n<li>Includes code and datasets on the book\u2019s GitHub: <a href=\"https:\/\/github.com\/DoseResponse.\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/DoseResponse.<\/a><\/li>\n<\/ul>\n<p>This book focuses on estimation and interpretation of entirely parametric nonlinear dose-response models using the powerful statistical environment R. Specifically, this book introduces dose-response analysis of continuous, binomial, count, multinomial, and event-time dose-response data. The statistical models used are partly special cases, partly extensions of nonlinear regression models, generalized linear and nonlinear regression models, and nonlinear mixed-effects models (for hierarchical dose-response data). Both simple and complex dose-response experiments will be analyzed.<\/p>\n<p><strong>SOURCE<\/strong> :<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AUTHOR\u00a0 Ritz, Christian CALL NO QV38 R615d 2020 IMPRINT\u00a0 Boca Raton : CRC Press, Taylor &amp; Francis Group, c2020 [For MU Students and Staff can request here] &nbsp; &nbsp; &nbsp;<\/p>\n","protected":false},"author":1,"featured_media":8377,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[1906],"class_list":["post-8402","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-new-book-releases","tag-dose-response"],"_links":{"self":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/8402","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=8402"}],"version-history":[{"count":1,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/8402\/revisions"}],"predecessor-version":[{"id":8403,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/8402\/revisions\/8403"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/media\/8377"}],"wp:attachment":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8402"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8402"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8402"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}