Title :
Monte-Carlo Regression algorithm for isoform frequency estimation from RNA-Seq data
Author :
Caciula, Adrian ; Zelikovsky, Alex ; Mangul, Serghei ; Lindsay, James ; Mandoiu, Ion
Author_Institution :
Dept. of Comput. Sci., Georgia State Univ., Atlanta, GA, USA
Abstract :
We propose a Monte-Carlo Regression based method for isoform frequency estimation from RNA-Seq reads.
Keywords :
Monte Carlo methods; RNA; frequency estimation; molecular biophysics; molecular configurations; regression analysis; Monte Carlo regression algorithm; RNA-Seq data; isoform frequency estimation; Bioinformatics; Computer science; Educational institutions; Estimation; Frequency estimation; Genomics; Monte Carlo methods;
Conference_Titel :
Computational Advances in Bio and Medical Sciences (ICCABS), 2013 IEEE 3rd International Conference on
Conference_Location :
New Orleans, LA
DOI :
10.1109/ICCABS.2013.6629228
