LEXI imputes expression profile of an lncRNA of interest from protein coding gene expression data. The statistical model for imputing lncRNA expression is generated using a training proteing coding and lncRNA expression dataset, and applied on a test protein coding dataset to obtain profile of lncRNA of interest. This package includes functions to obtain matched training and test protein coding gene matrices, filtering lncRNA datasets based on percetage of samples with positive expression of lncRNA, cross-validations to obtain imputation accucacy and imputation function to get lncRNA profile.
Package details |
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Author | Aritro Nath |
Maintainer | Aritro Nath <aritronath@gmail.com> |
License | GNU-3.0 |
Version | 0.1.0 |
URL | https://github.com/aritronath/LEXI |
Package repository | View on GitHub |
Installation |
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