Abstract Motivation: DNA methylation plays a crucial role in gene regulation and epigenetic inheritance, making it essential information for studies of genotype-environment interactions. As whole genome sequencing for DNA methylation analysis is still expensive at the population level, studies focus on regions of interest. However, data matrices may contain missing data for some individuals, which can hamper analyses.