Intensive course @ Chiang Mai University
Topic: Genstat workshop
Date: January 17, 2017 Time: 8.30 am. – 4 pm.
Place: Department of Biology, faculty of Science, Chiang Mai University
Course Content:
1. Introduction, exploratory data analysis (EDA),
- Navigating the Genstat system
- Importing the manipulating data and Visualising data
2. Basic concepts of statistical inference
- T test (independent, paired)
- Chi square Test
- Pearson correlation or Spearman correlation
3. Regression
- Linear regression
4. ANOVA
- One and two Way ANOVA
5. REML and multi–level models
- Linear mixed models
6. Multivariate analysis
- Principal components analysis
7. QTL analysis
- Single traits and trials QTL mapping analysis
Course Structure:
- One-day workshop: Introduction and Demo and Computer practice