Software

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  • Hi-C
    • HiCRep: Measure reproducibility of Hi-C contact matrices. download

    • OnTAD: A Optimal Nested TAD caller to identify hierarchical TADs from Hi-C data. download

  • Assessing reproducibility of high-throughput experiments
    • IDR: Assessing reproducibility of ranked candidate lists from high-throughput experiments. This method has been adoped by ENCODE to process their production ChIP-seq data download. Here is the link to ENCODE ChIP-seq pipeline.

    • gIDR: Generalized irreproducible discover rate for assessing reproducibility of findings from high-throughput experiments when missing data is present.
      download

    • mTDR: Tail-dependence method for assessing reproducibility of ChIP-seq experiments. download

    • nestedIDR: A nested copula mixture model to identify reproducible findings from replicates that come from heterogeneous data sources. download

  • Use reproducibility to guide the experimental design of high-throughput experiments
    • CCR: Evaluate effects of operational factors to reproducibility of findings from high-throughput experiments and help users select optimal experimental parameter. download

    • segCCR: Evaluate effects of operational factors to reproducibility of findings from high-throughput experiments, when the effects are heterogeneous for findings at different level of significance. download

  • Data integration across platforms for gene expression data
    • CFGL: Condition-adaptive graphical lasso for constructing gene co-expression networks from multiple conditions. download

    • idr3c: A semi-parametric statistical model for integrating gene expression profiles across different platforms. download

  • Immunology
    • powerTCR: discrete Gamma-GPD spliced threshold model for analysis of TCR repertoire sequencing data.
      download
  • Segmented regression
    • cthreshER: Fit the continuous threshold expectile regression. download

    • Rbent: Fit rank-based bent line regression. download