Elizabeth Purdom

According to our database, Elizabeth Purdom authored at least 8 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Improving replicability in single-cell RNA-Seq cell type discovery with Dune.

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

BMC Bioinform., December, 2024

2021

mbkmeans: Fast clustering for single cell data using mini-batch k-means.

Stephanie C. Hicks, Ruoxi Liu, Yuwei Ni, Elizabeth Purdom, Davide Risso

PLoS Comput. Biol., 2021

2020

MethCP: Differentially Methylated Region Detection with Change Point Models.

Boying Gong, Elizabeth Purdom

J. Comput. Biol., 2020

2019

The non-parametric bootstrap and spectral analysis in moderate and high-dimension.

Noureddine El Karoui, Elizabeth Purdom

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

clusterExperiment and RSEC: A Bioconductor package and framework for clustering of single-cell and other large gene expression datasets.

Davide Risso, Liam Purvis, Russell B. Fletcher, Diya Das, John Ngai, Sandrine Dudoit, Elizabeth Purdom

PLoS Comput. Biol., 2018

Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models.

Noureddine El Karoui, Elizabeth Purdom

J. Mach. Learn. Res., 2018

2013

Methods and challenges in timing chromosomal abnormalities within cancer samples.

Elizabeth Purdom, Christine Ho, Catherine S. Grasso, Michael Quist, Raymond J. Cho, Paul T. Spellman

Bioinform., 2013

2010

Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments.

James H. Bullard, Elizabeth Purdom, Kasper D. Hansen, Sandrine Dudoit

BMC Bioinform., 2010