ExploreModelMatrix: Interactive exploration for improved understanding of design matrices and linear models in R
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DOI: 10.12688/f1000research.24187.2
Abstract: Linear and generalized linear models are used extensively in many scientific fields, to model observed data and as the basis for hypothesis tests. The use of such models requires specification of a design matrix, and… read more here.
Keywords: design matrices; matrices linear; interactive exploration; linear models ... See more keywords
A guide to creating design matrices for gene expression experiments
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DOI: 10.12688/f1000research.27893.1
Abstract: Differential expression analysis of genomic data types, such as RNA-sequencing experiments, use linear models to determine the size and direction of the changes in gene expression. For RNA-sequencing, there are several established software packages for… read more here.
Keywords: design matrices; analysis; expression; gene expression ... See more keywords