3 citations · 3 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Double machine learning to estimate the effects of multiple treatments and their interactions
Qingyan Xiang, Yubai Yuan, Dongyuan Song +4
Causal inference literature has extensively focused on binary treatments, with relatively fewer methods developed for multi-valued treatments. In particular, methods for multiple s…
q-bio.GN2023★ 3 cited
Categorization and analysis of 14 computational methods for estimating cell potency from single-cell RNA-seq data
Qingyang Wang, Zhiqian Zhai, Qiuyu Lian +2
In single-cell RNA sequencing (scRNA-seq) analysis, a key challenge is inferring hidden cellular dynamics from static cell snapshots. Various computational methods have been develo…
cs.NE2021
Particle swarm optimization in constrained maximum likelihood estimation a case study
Elvis Cui, Dongyuan Song, Weng Kee Wong
The aim of paper is to apply two types of particle swarm optimization, global best andlocal best PSO to a constrained maximum likelihood estimation problem in pseudotime anal-ysis,…