书目名称 | Multiple Comparisons for Bernoulli Data |
编辑 | Taka-aki Shiraishi |
视频video | |
概述 | States the regularity condition of confidence limit, not mentioned until now as English literature.Proposes high-power closed testing procedures as multiple comparisons.Discusses hybrid serial gatekee |
丛书名称 | SpringerBriefs in Statistics |
图书封面 |  |
描述 | .This book focuses on multiple comparisons of proportions in multi-sample models with Bernoulli responses. First, the author explains the one-sample and two-sample methods that form the basis of multiple comparisons. Then, regularity conditions are stated in detail. Simultaneous inference for all proportions based on exact confidence limits and based on asymptotic theory is discussed. Closed testing procedures based on some one-sample statistics are introduced. For all-pairwise multiple comparisons of proportions, the author uses arcsine square root transformation of sample means. Closed testing procedures based on maximum absolute values of some two-sample test statistics and based on chi-square test statistics are introduced. It is shown that the multi-step procedures are more powerful than single-step procedures and the Ryan–Einot–Gabriel–Welsch (REGW)-type tests. Furthermore, the author discusses multiple comparisons with a control. Under simple ordered restrictions of proportions, the author also discusses closed testing procedures based on maximum values of two-sample test statistics and based on Bartholomew‘s statistics. Last, serial gatekeeping procedures based on the above |
出版日期 | Book 2022 |
关键词 | Binomial Distribution; Variance-stabilizing Transformation; Closed Testing Procedures; Simultaneous Pro |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-19-2708-9 |
isbn_softcover | 978-981-19-2707-2 |
isbn_ebook | 978-981-19-2708-9Series ISSN 2191-544X Series E-ISSN 2191-5458 |
issn_series | 2191-544X |
copyright | The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022 |