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Feature request: test for continuous variables and create design matrix from formula

Open MaximilianNuber opened this issue 5 months ago • 1 comments

Dear all, thank you for the great package, it´s a staple in my workflows.

Recently, I had the task to analyze continuous covariates in my RNA-seq data. I know continuous variables can be included in the model, but I would like to estimate the p-values for the logfoldchanges, and the DESeqStats class takes only a contrast, e.g. from a categorical factor. Estimating continuous variables would be amazing. (I did check and test if it´s possible, but could not find anything. Please correct me if I am wrong.)

A minor feature request: Add the option to create the design from a mode formula (patsy-style) in DESeqDataSet. If I can set the reference level of several categorical factors in my data and then create the design matrix from a formula (in comparison to setting the ref_level of only one design factor), I could fit a model once and then extract DESeqStats for several variables.

Thank you for any help and best regards, Max

MaximilianNuber avatar Sep 05 '24 09:09 MaximilianNuber