Statistics in Tandem Mass Spectrometry Data Analysis

In this colloquium talk I will give a basic but a conscience introduction to the statistics used in database searching-based tandem mass spectrometry data annotation. Then, we will discuss some machine learning based methods, what they can see in the mass spectrometry data and their pitfalls.