Elizabeth Purdom

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 7

Top Topics

High Dimensions

Gene Expression Datasets

Region Detection

Top Venues

PLoS Comput. Biol.

J. Comput. Biol.

Publications

Hector Roux de Bézieux, Kelly Street, Stephan Fischer, Koen Van den Berge, Rebecca Chance, Davide Risso, Jesse A. Gillis, John Ngai, Elizabeth Purdom, Sandrine Dudoit
Improving replicability in single-cell RNA-Seq cell type discovery with Dune. BMC Bioinform. 25 (1) (2024)
Stephanie C. Hicks, Ruoxi Liu, Yuwei Ni, Elizabeth Purdom, Davide Risso
mbkmeans: Fast clustering for single cell data using mini-batch k-means. PLoS Comput. Biol. 17 (1) (2021)
Boying Gong, Elizabeth Purdom
MethCP: Differentially Methylated Region Detection with Change Point Models. J. Comput. Biol. 27 (4) (2020)
Boying Gong, Elizabeth Purdom
MethCP: Differentially Methylated Region Detection with Change Point Models. RECOMB (2019)
Noureddine El Karoui, Elizabeth Purdom
The non-parametric bootstrap and spectral analysis in moderate and high-dimension. AISTATS (2019)
Davide Risso, Liam Purvis, Russell B. Fletcher, Diya Das, John Ngai, Sandrine Dudoit, Elizabeth Purdom
clusterExperiment and RSEC: A Bioconductor package and framework for clustering of single-cell and other large gene expression datasets. PLoS Comput. Biol. 14 (9) (2018)
Noureddine El Karoui, Elizabeth Purdom
Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models. J. Mach. Learn. Res. 19 (2018)
Elizabeth Purdom, Christine Ho, Catherine S. Grasso, Michael Quist, Raymond J. Cho, Paul T. Spellman
Methods and challenges in timing chromosomal abnormalities within cancer samples. Bioinform. 29 (24) (2013)
James H. Bullard, Elizabeth Purdom, Kasper D. Hansen, Sandrine Dudoit
Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments. BMC Bioinform. 11 (2010)