A Bayesian latent variable approach to aggregation of partial and top-ranked lists in genomic studies.
Sign Up to like & getrecommendations! Published in 2018 at "Statistics in medicine"
DOI: 10.1002/sim.7920
Abstract: In genomic research, it is becoming increasingly popular to perform meta-analysis, the practice of combining results from multiple studies that target a common essential biological problem. Rank aggregation, a robust meta-analytic approach, consolidates such studies… read more here.
Keywords: aggregation; partial top; ranked lists; approach ... See more keywords
A comparative study of rank aggregation methods for partial and top ranked lists in genomic applications
Sign Up to like & getrecommendations! Published in 2019 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbx101
Abstract: Abstract Rank aggregation (RA), the process of combining multiple ranked lists into a single ranking, has played an important role in integrating information from individual genomic studies that address the same biological question. In previous… read more here.
Keywords: partial top; ranked lists; rank aggregation; genomic applications ... See more keywords