【课程名称】Statistical Theory for the Design and Analysis of Clinical Studies
统计理论在临床研究设计和分析中的应用
【授课学校】不列颠哥伦比亚大学
【课程介绍】
A more apt title for this course might simply be "Biostatistics." We will discuss core statistical techniques and ideas that are useful in the analysis of data arising in the health sciences. Some examples of core topics would be regression modelling and hypothesis testing with various data types and for various study designs, issues of sample size, survival analysis, diagnostic testing, and inter-rater agreement. I also hope to preserve time for some more advanced topics such as meta-analysis and causal inference.
【教学资源】
此课程有 24 个资源,分类如下:
教学大纲1
教师简历1
教学课件21
问题例题习题作业1
【参考教材】
Regression Methods in Biostatistics: Linear, Logistic, Survival, and Repeated Measures Models
Eric Vittinghoff; David V. Glidden; Stephen C. Shiboski; Charles E. McCulloch - Springer, January 4, 2005
Clinical Prediction Models: A Practical Approach to Development, Validation, and Updating
Ewout W. Steyerberg - Springer, December 1, 2010
Multivariate Methods in Epidemiology
Theodore R. Holford - OxfordUniversityPress,USA, June 15, 2002
Statistical Evaluation of Diagnostic Performance: Topics in ROC Analysis
Kelly H. Zou; Aiyi Liu; Andriy I. Bandos; Lucila Ohno-Machado; Howard E. Rockette - Chapman and Hall/CRC, July 27, 2011
