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F. William Townes
F. William Townes
Assistant Professor of Statistics and Data Science, Carnegie Mellon University
Verifisert e-postadresse på andrew.cmu.edu - Startside
Tittel
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Missing data and technical variability in single-cell RNA-sequencing experiments
SC Hicks, FW Townes, M Teng, RA Irizarry
Biostatistics 19 (4), 562-578, 2018
4782018
Feature selection and dimension reduction for single-cell RNA-Seq based on a multinomial model
FW Townes, SC Hicks, MJ Aryee, RA Irizarry
Genome biology 20, 1-16, 2019
4082019
Quantile normalization of single-cell RNA-seq read counts without unique molecular identifiers
FW Townes, RA Irizarry
Genome biology 21, 1-17, 2020
302020
Nonnegative spatial factorization applied to spatial genomics
FW Townes, BE Engelhardt
Nature methods 20 (2), 229-238, 2023
292023
Predicting subnational ebola virus disease epidemic dynamics from sociodemographic indicators
L Valeri, O Patterson-Lomba, Y Gurmu, A Ablorh, J Bobb, FW Townes, ...
PloS one 11 (10), e0163544, 2016
232016
Contrastive latent variable modeling with application to case-control sequencing experiments
A Jones, FW Townes, D Li, BE Engelhardt
The Annals of Applied Statistics 16 (3), 1268-1291, 2022
162022
Alignment of spatial genomics data using deep Gaussian processes
A Jones, FW Townes, D Li, BE Engelhardt
Nature Methods 20 (9), 1379-1387, 2023
152023
Nonnegative spatial factorization
FW Townes, BE Engelhardt
arXiv preprint arXiv:2110.06122, 2021
122021
Identifying longevity associated genes by integrating gene expression and curated annotations
FW Townes, K Carr, JW Miller
PLoS Computational Biology 16 (11), e1008429, 2020
82020
A unifying framework for rare variant association testing in family-based designs, including higher criticism approaches, SKATs, and burden tests
J Hecker, FW Townes, P Kachroo, C Laurie, J Lasky-Su, J Ziniti, MH Cho, ...
Bioinformatics 36 (22-23), 5432-5438, 2020
72020
Varying-censoring aware matrix factorization for single cell RNA-sequencing
FW Townes, SC Hicks, MJ Aryee, RA Irizarry
biorxiv, 166736, 2017
72017
Alignment of spatial genomics and histology data using deep Gaussian processes
A Jones, FW Townes, D Li, BE Engelhardt
BioRxiv, 2022.01. 10.475692, 2022
62022
Review of probability distributions for modeling count data
FW Townes
arXiv preprint arXiv:2001.04343, 2020
62020
Generalized principal component analysis
FW Townes
arXiv preprint arXiv:1907.02647, 2019
62019
Telescoping bimodal latent Dirichlet allocation to identify expression QTLs across tissues
ADH Gewirtz, FW Townes, BE Engelhardt
Life science alliance 5 (12), 2022
52022
Expression QTLs in single-cell sequencing data
ADH Gewirtz, FW Townes, BE Engelhardt
bioRxiv, 2022.08. 14.503915, 2022
52022
Family‐based tests for associating haplotypes with general phenotype data: Improving the FBAT‐haplotype algorithm
J Hecker, X Xu, FW Townes, H Loehlein Fier, C Corcoran, N Laird, ...
Genetic epidemiology 42 (1), 123-126, 2018
52018
Author correction: feature selection and dimension reduction for single-cell RNA-Seq based on a multinomial model
FW Townes, SC Hicks, MJ Aryee, RA Irizarry
Genome Biol 21, 179, 2020
42020
Thermal preference and species range in mountaintop salamanders and their widespread competitors
DM Marsh, FW Townes, KM Cotter, K Farroni, KL McCreary, RL Petry, ...
Journal of herpetology 53 (2), 96-103, 2019
32019
Cerebellar contributions to a brainwide network for flexible behavior
JL Verpeut, S Bergeler, M Kislin, FW Townes, U Klibaite, ...
bioRxiv, 2021
22021
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Artikler 1–20