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Dongyue Xie's Projects

bcart icon bcart

A collection of my Bayesian tree implementations.

conquer_comparison icon conquer_comparison

Code for evaluation of differential expression methods in single-cell RNA-seq data

dash icon dash

Dirichlet adaptive shrinkage for compositional data

ebnm icon ebnm

R package to fit Empirical Bayes Normal Means model.

ebnmf icon ebnmf

This R package fits empirical Bayes Non-negative Matrix Factorization model.

ebpm icon ebpm

R package to fit the "Empirical Bayes Poisson Means" model.

ebtf icon ebtf

Empirical Bayes Trend Filtering

fastem icon fastem

A few illustrations of the EM accelration method.

flashier icon flashier

A faster and angrier package for EBMF. In progress.

flashr icon flashr

R package for Empirical Bayes Factor Analysis.

gscca icon gscca

Analysis for my master thesis.

lrvs icon lrvs

Linear regression variable selection

maskedmashr icon maskedmashr

This R package fits masked-mash model to multivariate Z scores.

mead icon mead

MEAD: Measurement Error Adjusted Deconvolution

misc icon misc

Miscellaneous collections of curiosity

mr-ash icon mr-ash

A simple implementation of the "multiple regression adaptive shrinkage" model, with examples.

scca icon scca

An integrated R package for sparse canonical correlation analysis.

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