Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials
暫譯: 隨機對照試驗中的重複測量設計與廣義線性混合模型

Tango, Toshiro

Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials
  • 出版商: CRC
  • 出版日期: 2020-12-18
  • 售價: $2,470
  • 貴賓價: 9.5 折 $2,347
  • 語言: 英文
  • 頁數: 376
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367736381
  • ISBN-13: 9780367736385

    • 海外代購書籍(需單獨結帳)

商品描述

Repeated Measures Design with Generalized Linear Mixed Models for Randomized Controlled Trials is the first book focused on the application of generalized linear mixed models and its related models in the statistical design and analysis of repeated measures from randomized controlled trials. The author introduces a new repeated measures design called S: T design combined with mixed models as a practical and useful framework of parallel group RCT design because of easy handling of missing data and sample size reduction. The book emphasizes practical, rather than theoretical, aspects of statistical analyses and the interpretation of results. It includes chapters in which the author describes some old-fashioned analysis designs that have been in the literature and compares the results with those obtained from the corresponding mixed models.



The book will be of interest to biostatisticians, researchers, and graduate students in the medical and health sciences who are involved in clinical trials.



Author Website:
Data sets and programs used in the book are available at http: //www.medstat.jp/downloadrepeatedcrc.html





商品描述(中文翻譯)

重複測量設計與隨機對照試驗的廣義線性混合模型是第一本專注於廣義線性混合模型及其相關模型在隨機對照試驗的重複測量統計設計與分析中的應用的書籍。作者介紹了一種新的重複測量設計，稱為 S: T 設計，結合混合模型作為平行組隨機對照試驗設計的實用框架，因為它能夠輕鬆處理缺失數據和減少樣本大小。這本書強調統計分析和結果解釋的實用性，而非理論性。書中包括幾個章節，作者描述了一些在文獻中存在的過時分析設計，並將其結果與相應的混合模型所得結果進行比較。

這本書將吸引生物統計學家、研究人員以及參與臨床試驗的醫學和健康科學研究生。

作者網站：
書中使用的數據集和程式可在 http://www.medstat.jp/downloadrepeatedcrc.html 獲得。

作者簡介

Toshiro Tango is the Director of Center for Medical Statistics, Tokyo. His research interests include various aspects of biostatistics including design and analysis of clinical trials and spatial epidemiology. He has served as associate editor for several journals including Biometrics and Statistics in Medicine, and is the author of Statistical Methods for Disease Clustering.

作者簡介(中文翻譯)

Toshiro Tango 是東京醫療統計中心的主任。他的研究興趣包括生物統計學的各個方面，包括臨床試驗的設計與分析以及空間流行病學。他曾擔任多本期刊的副編輯，包括 Biometrics 和 Statistics in Medicine，並且是 Statistical Methods for Disease Clustering 的作者。

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