The New Statistics with R An Introduction for Biologists, 2nd Edition

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The New Statistics with R An Introduction for Biologists, 2nd Edition
English | 2021 | ISBN: 0198798180 | 277 pages | True PDF | 12.59 MB

Statistical 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.
This 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.

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