Course by Dr Sabarinathan and Mahesh Sankaran.
This course covers some of the basic and intermediate statistical methods and principles necessary for the analysis and interpretation of biological data.
-Descriptive statistics (central tendency and variance)
-analysis of univariate and multivariate data
-hypothesis testing and group comparison (parametric and nonparametric tests)
-Linear models, Generalized linear models
-P-values, multiple hypothesis testing and limitations
-power and sample size calculation
Course structure:16 classes (8 weeks) + one project
Prerequisites: Basic programming skills in R or Python is preferred but not necessary.