Advanced Biostatistics |
Course Detailed Information:
Course name: Advanced Biostatistics
Course number: S042811
Course start time: Spring
Number of classes: 54
Teaching mode: Lecture
Teacher in charge: Xiaojin Yu, PhD
Contact Number: 025-83272562
Course Introduction:
This course Introduces advanced statistical methods based on the prepared statistical knowledge from biostatistics 1. The main contents include ANOVA for complicated experimental design, multiple linear regression, logistic regression and Cox regression etc. the course included 2 sections: lectures and computer laboratory. This is a 3 credits course.
Agenda details:
Week | Course contents |
1 | Introduction and one-way ANOVA |
2 | Analysis of variance for multi-factors |
3 | Analysis of Correlation |
4 | Introduction to regression |
5 | multivariate linear regression (1) |
6 | multivariate linear regression (2) |
7 | Logistic regression and application |
8 | Logistic regression and application |
9 | Survival analysis and Cox regression |
10 | Survival analysis and Cox regression |
11 | Review for Final examination |
References:
1. Douglas C. Montgomery, Design and Analysis of Experiments, Posts & Telecom Press 2007.
2. Sun Zhenqiu ，Xu Yongyong，Medical statistics, People’s Health press,2006,2nd