Published September 2, 2020
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Supplementary Material for Zitovsky and Love 2019
Authors/Creators
- 1. University of North Carolina at Chapel Hill
Description
This repository contains supplementary material associated with Zitovsky and Love 2019. If any material from this repository is used to conduct original research leading to published work. please cite the Zitovsky and Love 2019 paper instead of this repository. This repository contains the Supplementary Methods section as well as the Supplementary Figures and Tables section of Zitovsky and Love 2019.
EDIT: For the second simulation in the Supplementary Methods, the true parameters for the first 100 genes are beta0=0, beta1=1.1 (not beta0=0.5, beta1=0.75)
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Supplementary Methods.pdf
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Additional details
Related works
- Is supplement to
- Journal article: https://f1000research.com/articles/8-2024 (URL)
References
- Zitovsky, Joshua P. and Michael I. Love. 2019. "Fast Effect Size Shrinkage Software for Beta-Binomial Models of Allelic Imbalance." F1000Research. (https://doi.org/10.12688/f1000research.20916.2.
- Gelman, Andrew et. al. 2008. "A Weakly Informative Default Prior Distribution for Logistic and Other Regression Models." The Annals of Applied Statistics 2 (4): 1360-1383. https://doi.org/10.1371/journal.pone.0099625.
- Love, Michael, Wolfgang Huber, and Simon Anders. 2014. "Moderated Estimation of Fold Change and Dispersion for RNA-Seq Data with DESeq2." Genome Biology 15 (12): 550. https://doi.org/10.1186/s13059-014-0550-8.
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- Efron, Bradley and Carl Morris. 1975. "Data Analysis using Stein's Estimator and its Generalizations". Journal of the American Statistical Association 70 (350): 311-319. https://doi.org/10.2307/2285814.
- Zhu, Anqi, Joseph G Ibrahim and Michael I Love. 2019. "Heavy-tailed prior distributions for sequence count data: removing the noise and preserving large differences". Bioinformatics 35 (12): 2084–2092. https://doi.org/10.1093/bioinformatics/bty895.
- Gupta, Arjun K and Saralees Nadarajah. 2004. "Handbook of Beta Distribution and its Applications". New York, N.Y.: CRC Press. ISBN: 0-8247-5396-8.
- Himes et. al. 2014. "RNA-Seq Transcriptome Profiling Identifies CRISPLD2 as a Glucocorticoid Responsive Gene that Modulates Cytokine Function in Airway Smooth Muscle Cells." PLoS ONE 9(6): e99625. https://doi.org/10.1371/journal.pone.0099625.