86 citations · 433 across the 35 of their papers we have counts for
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stat.AP2018★ 5 cited
Differential Expression Analysis of Dynamical Sequencing Count Data with a Gamma Markov Chain
Ehsan Hajiramezanali, Siamak Zamani Dadaneh, Paul de Figueiredo +3
Next-generation sequencing (NGS) to profile temporal changes in living systems is gaining more attention for deriving better insights into the underlying biological mechanisms comp…
stat.AP2016★ 1 cited
BNP-Seq: Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data
Siamak Zamani Dadaneh, Xiaoning Qian, Mingyuan Zhou
We perform differential expression analysis of high-throughput sequencing count data under a Bayesian nonparametric framework, removing sophisticated ad-hoc pre-processing steps co…