Background Coping with high dimensional markers, such as gene expression data obtained using microarray chip technology or genomics studies, is a key challenge because the numbers of features greatly exceeds the number of biological samples. we also propose treating the compound score as a random covariate, to achieve more appropriate results and improve study power… Continue reading Background Coping with high dimensional markers, such as gene expression data