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OverviewPresents a practical approach to rank-based univariate inference and explores the links between the theories of stochastic processes and robustness and efficiency of rank tests and estimators. Novel visualisation tools for data diagnostics for rank-based procedures are introduced along with practical examples of R-codes and R-packages with applications and case-studies from the biosciences field. A supporting website features datasets and R code enabling readers to implement rank procedures computationally in R and to support the inference with a proper data diagnostics. Practical examples, exercises and solutions are presented throughout. Full Product DetailsAuthor: Olena Kravchuk , You-Gan WangPublisher: John Wiley and Sons Ltd Imprint: Wiley-Blackwell ISBN: 9781119025627ISBN 10: 1119025621 Pages: 220 Publication Date: 17 February 2022 Audience: Professional and scholarly , Professional & Vocational Format: Hardback Publisher's Status: Forthcoming Availability: In Print Limited stock is available. It will be ordered for you and shipped pending supplier's limited stock. Table of ContentsReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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