Inference of disease subtypes from genetic data.Studying the genotype-phynotype associations, Simulations by using random matrix theory, Assessing minimum requirement for principal component analysis to decipher disease subtypes,Setting up statistical tests to detect significant genotypes with specific effects on a disease subtype. Creation of an R package for further investigations (submitted to pasteur gitlab)

The internship took place at PRISMATICS laboratory, the main objective was to set up statistical analysis methods to evaluate the effectiveness of proposed treatment options for patients suffering from Chronic Post-Operative Lombo-Radiculalgia.