{"product_id":"the-new-statistics-with-r-an-introduction-for-biologists-9780198798187","title":"The New Statistics with R: An Introduction for Biologists","description":"\u003cp\u003e • Author(s): Andrew Hector\u003cbr\u003e • Publisher: Oxford University Press, USA\u003cbr\u003e • Publisher Imprint: Oxford University Press, USA\u003cbr\u003e • BISAC: Applied\u003c\/p\u003e\u003cp\u003eStatistical methods are a key tool for all scientists working with data, but learning the basics continues to challenge successive generations of students. This accessible textbook provides an up-to-date introduction to the classical techniques and modern extensions of linear model analysis-one of the most useful approaches for investigating scientific data in the life and environmental sciences. While some of the foundational analyses (e.g. t tests, regression, ANOVA) are as useful now as ever, best practice moves on and there are many new general developments that offer great potential. The book emphasizes an estimation-based approach that takes account of recent criticisms of over-use of probability values and introduces the alternative approach that uses information criteria. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eThis new edition includes the latest advances in R and related software and has been thoroughly \"road-tested\" over the last decade to create a proven textbook that teaches linear and generalized linear model analysis to students of ecology, evolution, and environmental studies (including worked analyses of data sets relevant to all three disciplines). While R is used throughout, the focus remains firmly on statistical analysis. \u003cp\u003e\u003c\/p\u003e\u003cem\u003eThe New Statistics with R\u003c\/em\u003e is suitable for senior undergraduate and graduate students, professional researchers, and practitioners in the fields of ecology, evolution and environmental studies.","brand":"Oxford University Press, USA","offers":[{"title":"Paperback","offer_id":45030427230359,"sku":"9780198798187","price":5524.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780198798187.webp?v=1769205671","url":"https:\/\/atlanticbooks.com\/products\/the-new-statistics-with-r-an-introduction-for-biologists-9780198798187","provider":"Atlantic Books","version":"1.0","type":"link"}