{"product_id":"experimental-design-and-data-analysis-for-biologists-hardback-9781107036710","title":"Experimental Design and Data Analysis for Biologists (Hardback) 9781107036710","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eExperimental Design and Data Analysis for Biologists\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eA biostatistics textbook for upper undergraduate and graduate students, covering analyses used by biologists and now including R code.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eGerry P. Quinn (Author), Michael J. Keough (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781107036710, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 31 August 2023\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e405 pages, 140 b\/w illus.\u003cbr\u003e28 x 19 x 2.7 cm, 0.799 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eApplying statistical concepts to biological scenarios, this established textbook continues to be the go-to tool for advanced undergraduates and postgraduates studying biostatistics or experimental design in biology-related areas. Chapters cover linear models, common regression and ANOVA methods, mixed effects models, model selection, and multivariate methods used by biologists, requiring only introductory statistics and basic mathematics. Demystifying statistical concepts with clear, jargon-free explanations, this new edition takes a holistic approach to help students understand the relationship between statistics and experimental design. Each chapter contains further-reading recommendations, and worked examples from today's biological literature. All examples reflect modern settings, methodology and equipment, representing a wide range of biological research areas. These are supported by hands-on online resources including real-world data sets, full R code to help repeat analyses for all worked examples, and additional review questions and exercises for each chapter.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eContents: List of Acronyms\u003cbr\u003e Preface\u003cbr\u003e 1. Introduction\u003cbr\u003e 2. Things to Know Before Proceeding\u003cbr\u003e 3. Sampling and Experimental Design\u003cbr\u003e 4. Introduction to Linear Models\u003cbr\u003e 5. Exploratory Data Analysis\u003cbr\u003e 6. Simple Linear Models with One Predictor\u003cbr\u003e 7. Linear Models for Crossed (Factorial) Designs\u003cbr\u003e 8. Multiple Regression Models\u003cbr\u003e 9. Predictor Importance and Model Selection in Multiple Regression Models\u003cbr\u003e 10. Random Factors in Factorial and Nested Designs\u003cbr\u003e 11. Split-plot (Split-unit) Designs: Partly Nested Models\u003cbr\u003e 12. Repeated Measures Designs\u003cbr\u003e 13. Generalized Linear Models for Categorical Responses\u003cbr\u003e 14. Introduction to Multivariate Analyses\u003cbr\u003e 15. Multivariate Analyses Based on Eigenanalyses\u003cbr\u003e 16. Multivariate Analyses Based on (dis)similarities or Distances\u003cbr\u003e 17. Telling Stories with Data\u003cbr\u003e References\u003cbr\u003e Glossary\u003cbr\u003e Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Maths for scientists [\u003ca title=\"See our other books on Maths for scientists\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Maths%20for%20scientists%20%5BPDE%5D%22\"\u003ePDE\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":46641244832024,"sku":"9781107036710","price":96.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9781107036710i.jpg?v=1694000857","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/experimental-design-and-data-analysis-for-biologists-hardback-9781107036710","provider":"Freshly Printed Books","version":"1.0","type":"link"}