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GRK 2624
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Research
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Projects
P12: ValuesBelowLimit
transcriptomic data, as generated and collected in toxicological studies. At IUF, for several projects omics data are collected, for example secretomic and transcriptomic data (RNA-seq data) for the comparison [...] these data sets, missing values are frequent. Before applying statistical methods to address this challenge, e.g. multiple imputation to fill in missing values, the reason for the absence of data is evaluated [...] we initially focus on the extension and analysis of new methods addressing the zero inflation described above, for proteomic, secretomic or transcriptomic data. Therefore, we will evaluate Bayesian mixture …