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Deterministic regression algorithm for transcriptome frequency estimation

Published • Jun 1, 2014
NobleIDNI9P61W06R65S20
Authors:
Adrian Caciula
,
Olga Glebova
,
Alexander Artyomenko

Abstract

We present a deterministic version of our novel Monte-Carlo Regression based method MCReg [1] for transcriptome quantification from RNA-Seq reads. Experiments on simulated and real datasets demonstrate better transcriptome frequency estimation accuracy compared to that of the existing tools which te...

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