{"product_id":"optimal-experimental-design-with-r-1","title":"Optimal Experimental Design with R","description":"\u003cp\u003eExperimental design is often overlooked in the literature of applied and mathematical statistics: statistics is taught and understood as merely a collection of methods for analyzing data. Consequently, experimenters seldom think about optimal design, including prerequisites such as the necessary sample size needed for a precise answer for an experimental question.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eProviding a concise introduction to experimental design theory, \u003cstrong\u003eOptimal Experimental Design with R\u003c\/strong\u003e:\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eIntroduces the philosophy of experimental design \u003cbr\u003eProvides an easy process for constructing experimental designs and calculating necessary sample size using R programs\u003cbr\u003eTeaches by example using a custom made R program package: OPDOE\u003c\/li\u003e\n\u003cli\u003e\n\u003cbr\u003e\u003cbr\u003e \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eConsisting of detailed, data-rich examples, this book introduces experimenters to the philosophy of experimentation, experimental design, and data collection. It gives researchers and statisticians guidance in the construction of optimum experimental designs using R programs, including sample size calculations, hypothesis testing, and confidence estimation. A final chapter of in-depth theoretical details is included for interested mathematical statisticians. \u003c\/p\u003e","brand":"Taylor \u0026 Francis Inc","offers":[{"title":"Default Product","offer_id":57486742192472,"sku":"9781439816974","price":173.6,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781439816974.jpg?v=1781089268","url":"https:\/\/agendabookshop.com\/products\/optimal-experimental-design-with-r-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}