Crossover Designs: Testing, Estimation, and Sample Size (Statistics in Practice)
暫譯: 交叉設計:測試、估計與樣本大小(實務中的統計)

Kung-Jong Lui

  • 出版商: Wiley
  • 出版日期: 2016-09-26
  • 售價: $4,100
  • 貴賓價: 9.5$3,895
  • 語言: 英文
  • 頁數: 248
  • 裝訂: Hardcover
  • ISBN: 1119114683
  • ISBN-13: 9781119114680
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

商品描述

A comprehensive and practical resource for analyses of crossover designs

For ethical reasons, it is vital to keep the number of patients in a clinical trial as low as possible.  As evidenced by extensive research publications, crossover design can be a useful and powerful tool to reduce the number of patients needed for a parallel group design in studying treatments for non-curable chronic diseases.  

This book introduces commonly-used and well-established statistical tests and estimators in epidemiology that can easily be applied to hypothesis testing and estimation of the relative treatment effect for various types of data scale in crossover designs. Models with distribution-free random effects are assumed and hence most approaches considered here are semi-parametric. The book provides clinicians and biostatisticians with the exact test procedures and exact interval estimators, which are applicable even when the number of patients in a crossover trial is small.  Systematic discussion on sample size determination is also included, which will be a valuable resource for researchers involved in crossover trial design.

Key features:

  • Provides exact test procedures and interval estimators, which are especially of use in small-sample cases.
  • Presents most test procedures and interval estimators in closed-forms, enabling readers to calculate them by use of a pocket calculator or commonly-used statistical packages.
  • Each chapter is self-contained, allowing the book to be used a reference resource. 
  • Uses real-life examples to illustrate the practical use of test procedures and estimators
  • Provides extensive exercises to help readers appreciate the underlying theory, learn other relevant test procedures and understand how to calculate the required sample size. 

Crossover Designs: Testing, Estimation and Sample Size will be a useful resource for researchers from biostatistics, as well as pharmaceutical and clinical sciences.  It can also be used as a textbook or reference for graduate students studying clinical experiments.

商品描述(中文翻譯)

全面且實用的交叉設計分析資源

出於倫理原因,保持臨床試驗中的患者數量盡可能低是至關重要的。根據大量的研究出版物,交叉設計可以是一種有用且強大的工具,用於減少在研究不可治癒的慢性疾病治療時所需的平行組設計患者數量。

本書介紹了流行病學中常用且成熟的統計檢定和估計方法,這些方法可以輕鬆應用於假設檢定和各類數據尺度的相對治療效果估計。假設模型具有無分佈隨機效應,因此這裡考慮的大多數方法都是半參數的。本書為臨床醫生和生物統計學家提供了精確的檢定程序和精確的區間估計,即使在交叉試驗中患者數量較少時也適用。書中還包括了系統性的樣本大小確定討論,這將成為參與交叉試驗設計的研究人員的寶貴資源。

主要特點


  • 提供精確的檢定程序和區間估計,特別適用於小樣本情況。

  • 以封閉形式呈現大多數檢定程序和區間估計,使讀者能夠使用口袋計算器或常用的統計軟體進行計算。

  • 每章都是獨立的,允許本書作為參考資源使用。

  • 使用實際案例來說明檢定程序和估計的實際應用。

  • 提供大量練習題,幫助讀者理解基礎理論,學習其他相關的檢定程序,並了解如何計算所需的樣本大小。

交叉設計:檢定、估計與樣本大小將成為生物統計學、製藥及臨床科學研究人員的有用資源。它也可以作為研究臨床實驗的研究生的教科書或參考書。