Course structure and aims

Each lecture will introduce one topic in 5 - 10 min. The lectures will focus on the big picture and will conceptually outline the major ideas and approaches while also providing references to resources offering more comprehensive discussion.
List of topics is avilable at: Statistics for Proteomics
YouTube playlist: stats.slavovlab.net

Topics

• Missing data
• Estimating statistical significance
• Dimensionality Reduction
• Classification
• Handling errors

Missing data

Back to topics

Estimating statistical significance

Back to topics

Classification

Back to topics

Dimensionality Reduction

Back to topics

Handling errors

Back to topics