IDR¶
Description¶
The IDR (Irreproducible Discovery Rate) framework is a unified approach to measure the reproducibility of findings identified from replicate experiments and provide highly stable thresholds based on reproducibility. Unlike the usual scalar measures of reproducibility, the IDR approach creates a curve, which quantitatively assesses when the findings are no longer consistent across replicates. In layman's terms, the IDR method compares a pair of ranked lists of identifications (such as ChIP-seq peaks). These ranked lists should not be pre-thresholded i.e. they should provide identifications across the entire spectrum of high confidence/enrichment (signal) and low confidence/enrichment (noise). The IDR method then fits the bivariate rank distributions over the replicates in order to separate signal from noise based on a defined confidence of rank consistency and reproducibility of identifications i.e the IDR threshold.
Environment Modules¶
Run module spider idr to find out what environment modules are available for this application.
Environment Variables¶
- HPC_IDR_DIR - installation directory
- HPC_IDR_BIN - executable directory
Citation¶
If you publish research that uses idr you have to cite it as follows:
Categories¶
phylogenetics