Title Empirical Bayesian Approach to Mutational Signature Discovery
نویسندگان
چکیده
March 23, 2017 Type Package Title Empirical Bayesian approach to mutational signature discovery Version 1.0.1 Author Rafael Rosales, Rodrigo Drummond, Renan Valieris, Israel Tojal da Silva Maintainer Renan Valieris Description The signeR package provides an empirical Bayesian approach to mutational signature discovery. It is designed to analyze single nucleotide variaton (SNV) counts in cancer genomes, but can also be applied to other features as well. Functionalities to characterize signatures or genome samples according to exposure patterns are also provided. License GPL-3 Imports BiocGenerics, Biostrings, BSgenome (>= 1.36.3), class, graphics, grDevices, GenomicRanges, nloptr, methods, NMF, stats, utils, VariantAnnotation, PMCMR LinkingTo Rcpp, RcppArmadillo SystemRequirements C++11 NeedsCompilation yes ByteCompile TRUE biocViews GenomicVariation, SomaticMutation, StatisticalMethod, Visualization Suggests knitr, rtracklayer, BSgenome.Hsapiens.UCSC.hg19 VignetteBuilder knitr
منابع مشابه
Package 'signer' Title Empirical Bayesian Approach to Mutational Signature Discovery
January 31, 2017 Type Package Title Empirical Bayesian approach to mutational signature discovery Version 1.0.1 Author Rafael Rosales, Rodrigo Drummond, Renan Valieris, Israel Tojal da Silva Maintainer Renan Valieris Description The signeR package provides an empirical Bayesian approach to mutational signature discovery. It is designed to analyze single nu...
متن کاملPackage ‘ signeR ’ April 26 , 2017
April 26, 2017 Type Package Title Empirical Bayesian approach to mutational signature discovery Version 1.2.0 Author Rafael Rosales, Rodrigo Drummond, Renan Valieris, Israel Tojal da Silva Maintainer Renan Valieris Description The signeR package provides an empirical Bayesian approach to mutational signature discovery. It is designed to analyze single nucl...
متن کاملPackage ‘ signeR ’
March 29, 2017 Type Package Title Empirical Bayesian approach to mutational signature discovery Version 1.0.1 Author Rafael Rosales, Rodrigo Drummond, Renan Valieris, Israel Tojal da Silva Maintainer Renan Valieris Description The signeR package provides an empirical Bayesian approach to mutational signature discovery. It is designed to analyze single nucl...
متن کاملPackage ‘ signeR ’ November 21 , 2016
November 21, 2016 Type Package Title signeR Version 1.0.0 Author Rafael Rosales, Rodrigo Drummond, Renan Valieris, Israel Tojal da Silva Maintainer Renan Valieris Description The signeR package provides an empirical Bayesian approach to mutational signature discovery. It is designed to analyze single nucleotide variaton (SNV) counts in cancer genomes, but ...
متن کاملA Probabilistic Bayesian Classifier Approach for Breast Cancer Diagnosis and Prognosis
Basically, medical diagnosis problems are the most effective component of treatment policies. Recently, significant advances have been formed in medical diagnosis fields using data mining techniques. Data mining or Knowledge Discovery is searching large databases to discover patterns and evaluate the probability of next occurrences. In this paper, Bayesian Classifier is used as a Non-linear dat...
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تاریخ انتشار 2017