{"product_id":"design-and-analysis-of-experiments-nathan-taback-9780367456856","title":"Design and Analysis of Experiments and Observational Studies using R","description":"\u003cp\u003e\u003cb\u003e\u003ci\u003eIntroduction to Design and Analysis of Scientific Studies\u003c\/i\u003e\u003c\/b\u003e exposes undergraduate and graduate students to the foundations of classical experimental design and observational studies through a modern framework - The Rubin Causal Model. A causal inference framework is important in design, data collection and analysis since it provides a framework for investigators to readily evaluate study limitations and draw appropriate conclusions. R is used to implement designs and analyse the data collected.\u003c\/p\u003e \u003cp\u003eFeatures: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eClassical experimental design with an emphasis on computation using tidyverse packages in R.\u003c\/li\u003e \u003cli\u003eApplications of experimental design to clinical trials, A\/B testing, and other modern examples.\u003c\/li\u003e \u003cli\u003eDiscussion of the link between classical experimental design and causal inference.\u003c\/li\u003e \u003cli\u003eThe role of randomization in experimental design and sampling in the big data era.\u003c\/li\u003e \u003cli\u003eExercises with solutions.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eInstructor slides in RMarkdown, a new R package will be developed to be used with book, and a bookdown version of the book will be freely available. The proposed book will emphasize ethics, communication and decision making as part of design, data analysis, and statistical thinking.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nathan Taback\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367456850\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367456856\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/27\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 292\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.30lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.69d\u003c\/p\u003e","brand":"Nathan Taback","offers":[{"title":"Hardcover","offer_id":44127956893951,"sku":"9780367456856","price":110.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_faa34471-f3a3-403c-b96d-fcdd10272ee4.jpg?v=1687456153","url":"https:\/\/www.whiterainbookhouse.com\/products\/design-and-analysis-of-experiments-nathan-taback-9780367456856","provider":"WR Book House","version":"1.0","type":"link"}