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1. IIIVmrMLM IIIVmrMLM Public

   The R tool associated with 3VmrMLM, a comprehensive GWAS method for identifying QTNs, QTN-by-environment interactions, and QTN-by-QTN interactions for quantitative traits.

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2. mrMLM mrMLM Public

   7 multi-locus GWAS methods are available to identify QTNs, including BLUPmrMLM (new) that has fast computational speed (similar to EMMAX & GEMMA), high power & accuracy, and low false positive rate.

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3. Fast3VmrMLM Fast3VmrMLM Public

   A fast, efficient, big-data and small memory software to detect QTNs

   7 1

4. FastBiCmrMLM FastBiCmrMLM Public

   A fast GWAS software for binary traits in case-control dataset

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5. IIIVmrMLM.QEI IIIVmrMLM.QEI Public

   3VmrMLM-MEJA is used to associate marker genotypes with trait phenotypes in multi-environment datasets for identifying QTNs and QEIs, while 3VmrMLM-random and 3VmrMLM-fixed are used to associate ma…

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6. GCIM GCIM Public