Manon Martin Apr 2026

Manon Martin, PhD Primary Institution: UCLouvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) 1. Core Research Objective

Below is a structured "paper" summarizing the core pillars of her scientific contributions and research focus. manon martin

To ensure her theoretical work is accessible to the broader scientific community, Martin actively develops open-source tools: PhD Primary Institution: UCLouvain

Manon Martin is a prominent researcher at the , specializing in biostatistics and the analysis of high-dimensional "omics" data. Her work primarily focuses on developing statistical frameworks and software to interpret complex experimental designs in fields like metabolomics and peptidomics. Institute of Statistics

While her focus is statistical, her work is applied across diverse scientific areas:

: Martin has significantly advanced the ASCA (ANOVA-Simultaneous Component Analysis) family of methods. Her work on LiMM-PCA combines Linear Mixed Models (LMM) with Principal Component Analysis (PCA) to handle advanced designs with random effects and quantitative variables.