Ron Levy group

Exploring
molecular
landscapes

Biostatistics

ST-BIOL 5312

Fall 2016

Time and Location:

  • Tuesday 5:30-8:00PM, BioLife 237

Instructors:

Syllabus:

Textbook:

  • B. Rosner. “Fundamentals of Biostatistics”, 7 th edition, Brooks/Cole, 2010 (ISBN 978-0-538-73349-6)

Schedule:

Date Topic Lecturer Lecture Slides
1. 08/30 Introduction/Exploratory data - Chapter 2 Yujin pdf
R introduction pdf
2. 09/06 Elements of probability - Chapter 3 Junchao pdf
Graphs with R pdf
3. 09/13 Porbability distributions - Chapter 4-5 Junchao pdf
R session 3 pdf
4. 09/20 Sampling distributions - Chapter 2,6 Junchao pdf
R session 4 pdf
5. 09/27 Estimations - Chapter 6,8 Yujin pdf
R session 5 pdf
6. 10/04 Statistical hypothesis testings - Chapter 7,8 Yujin pdf
R session 6 pdf
7. 10/11 Multisample hypothesis testing I - Chapter 12 Yujin pdf
R session 7 pdf
8. 10/18 Categorical data analysis - Chapter 10 Yujin pdf
R session 8 pdf
9. 10/25 Non-parametric test - Chapter 9 Bill pdf
R session 9 pdf
10. 11/01 Regression and correlaton - Chapter 11 Junchao pdf
R session 10 pdf
11. 11/08 Multisample hypothesis testing II - Chapter 12 Junchao pdf
R session 11 pdf
12. 11/15 Data clustering methods Junchao pdf
R session 12 pdf
13. 11/29 Maximum likelihood estimation Yujin pdf
R session 13 pdf
14. 12/06 Optimizations and creating R packages Yujin pdf