Rank-Based Statistical Inference: with examples in Biosciences

Author:   Olena Kravchuk ,  You-Gan Wang
Publisher:   John Wiley and Sons Ltd
ISBN:  

9781119025627


Pages:   220
Publication Date:   17 February 2022
Format:   Hardback
Availability:   In Print   Availability explained
Limited stock is available. It will be ordered for you and shipped pending supplier's limited stock.

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Rank-Based Statistical Inference: with examples in Biosciences


Overview

Presents 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 Details

Author:   Olena Kravchuk ,  You-Gan Wang
Publisher:   John Wiley and Sons Ltd
Imprint:   Wiley-Blackwell
ISBN:  

9781119025627


ISBN 10:   1119025621
Pages:   220
Publication Date:   17 February 2022
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Forthcoming
Availability:   In Print   Availability explained
Limited stock is available. It will be ordered for you and shipped pending supplier's limited stock.

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