Untargeted Metabolomics LC/MS Data Processing and Statistical Analysis
Course Topics: Introduction to metabolomics datasets and data processing in R Raw data processing and generating peak tables using XCMS Importing untargeted metabolomics datasets into R Hands-on experience using PCB R packages for data processing and statistics including: Data QA/QC, cleaning and filtering Peak Matrix Processing (normalisation, imputation, scaling etc) Univariate statistical analysis (t-statistics, ANOVA)…
