output
20142023
most citedCombining isotonic regression and EM algorithm to predict genetic risk under monotonicity constraint

20 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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3 papers · 1 filter

stat.AP2019★ 1 cited

Bayesian Gamma-Negative Binomial Modeling of Single-Cell RNA Sequencing Data

Siamak Zamani Dadaneh, Paul de Figueiredo, Sing-Hoi Sze +2

Background: Single-cell RNA sequencing (scRNA-seq) is a powerful profiling technique at the single-cell resolution. Appropriate analysis of scRNA-seq data can characterize molecula…

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.AP2014★ 20 cited

Combining isotonic regression and EM algorithm to predict genetic risk under monotonicity constraint

Jing Qin, Tanya P. Garcia, Yanyuan Ma +3

In certain genetic studies, clinicians and genetic counselors are interested in estimating the cumulative risk of a disease for individuals with and without a rare deleterious muta…