Statistical Tools for Measuring Agreement
Statistical Tools for Measuring Agreement
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DOI：
10.1007/978-1-4614-0562-7
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发表时间：
2012-01-01
期刊：
影响因子：
--
通讯作者：
Wu, Wenting
中科院分区：
文献类型：
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作者：
Lin, Lawrence;Hedayat, A. S.;Wu, Wenting
一致性评估技术广泛用于在实验室性能、仪器/分析验证或方法比较、统计过程控制、拟合度和个体生物等效性等领域检查新的或通用的过程、方法和/或配方的可接受性。在这些情况下的成功应用需要对处理现实生活问题的基本理论和方法进步有充分的理解。这本书试图有效地融合理论和应用，同时为读者提供许多实际的例子。例如，在医疗设备环境中，重要的是知道新成立的实验室是否可以复制已建立但过时的实验室的仪器/分析结果。当存在分歧时，重要的是区分分歧的来源。除了一致性系数，还引入了精确度和精确度系数来描述这些来源。这本书将吸引生物医学设备、心理学、医学研究和其他领域的广泛的统计学家、研究人员、从业者和学生，在这些领域中，需要进行一致性评估。许多实际的说明性的例子将在书中提出在各种情况下的连续和明确的数据。
Agreement assessment techniques are widely used in examining the acceptability of a new or generic process, methodology and/or formulation in areas of lab performance, instrument/assay validation or method comparisons, statistical process control, goodness-of-fit, and individual bioequivalence. Successful applications in these situations require a sound understanding of both the underlying theory and methodological advances in handling real-life problems. This book seeks to effectively blend theory and applications while presenting readers with many practical examples. For instance, in the medical device environment, it is important to know if the newly established lab can reproduce the instrument/assay results from the established but outdating lab. When there is a disagreement, it is important to differentiate the sources of disagreement. In addition to agreement coefficients, accuracy and precision coefficients are introduced and utilized to characterize these sources.This book will appeal to a broad range of statisticians, researchers, practitioners and students, in areas of biomedical devices, psychology, medical research, and others, in which agreement assessment are needed. Many practical illustrative examples will be presented throughout the book in a wide variety of situations for continuous and categorical data.