| 书目名称 | Ten Projects in Applied Statistics | | 编辑 | Peter McCullagh | | 视频video | | | 概述 | Gives a detailed discussion of 10 specific projects.Discusses a range of fundamental statistical concepts.Provides R codes | | 丛书名称 | Springer Series in Statistics | | 图书封面 |  | | 描述 | The first half of the book is aimed at quantitative research workers in biology, medicine, ecology and genetics. The book as a whole is aimed at graduate students in statistics, biostatistics, and other quantitative disciplines. Ten detailed examples show how the author approaches real-world statistical problems in a principled way that allows for adequate compromise and flexibility. The need to accommodate correlations associated with space, time and other relationships is a recurring theme, so variance-components models feature prominently. Statistical pitfalls are illustrated via examples taken from the recent scientific literature. Chapter 11 sets the scene, not just for the second half of the book, but for the book as a whole. It begins by defining fundamental concepts such as baseline, observational unit, experimental unit, covariates and relationships, randomization, treatment assignment, and the role that these play in model formulation. Compatibility of the model with the randomization scheme is crucial. The effect of treatment is invariably modelled as a group action on probability distributions. Technical matters connected with space-time covariance functions, residual l | | 出版日期 | Book 2022 | | 关键词 | design of experiments; data analysis; linear models; spatio-temporal processes; Likelihood function; Mixt | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-14275-8 | | isbn_softcover | 978-3-031-14277-2 | | isbn_ebook | 978-3-031-14275-8Series ISSN 0172-7397 Series E-ISSN 2197-568X | | issn_series | 0172-7397 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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发表于 2025-3-21 19:28:49
