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    101 repositories

    • mr.mash.alpha

      Public
      R package implementing methods for multivariate multiple regression with adaptive shrinkage priors.
      R
      •
      Other
      •3•4•0•0•Updated Nov 22, 2024Nov 22, 2024

    • gradvi

      Public
      Gradient descent methods for Bayesian variational inference with mean field approximation.
      Python
      •
      MIT License
      •0•7•0•0•Updated Nov 14, 2024Nov 14, 2024

    • fsusieR

      Public
      Draft package for "Sum of Single Functions" method.
      R
      •
      Other
      •1•2•4•0•Updated Nov 11, 2024Nov 11, 2024

    • mashr

      Public
      An R package for multivariate adaptive shrinkage.
      R
      •
      Other
      •19•88•57•0•Updated Nov 7, 2024Nov 7, 2024

    • fastTopics

      Public
      Fast algorithms for fitting topic models and non-negative matrix factorizations to count data.
      R
      •
      Other
      •7•77•13•1•Updated Nov 5, 2024Nov 5, 2024

    • gbcd

      Public
      R package for generalized binary covariance decomposition.
      R
      •
      Other
      •0•1•2•0•Updated Oct 11, 2024Oct 11, 2024

    • gbcd-workflow

      Public
      GBCD analyses of scRNA-seq data from malignant cells.
      HTML
      •
      MIT License
      •1•2•2•1•Updated Sep 25, 2024Sep 25, 2024

    • rss

      Public
      RSS: Regression with Summary Statistics
      projects
      MATLAB
      •
      MIT License
      •11•50•0•1•Updated Sep 16, 2024Sep 16, 2024

    • fastglmpca

      Public
      Fast algorithms for GLM-PCA.
      HTML
      •
      GNU General Public License v2.0
      •0•11•2•0•Updated Aug 23, 2024Aug 23, 2024

    • fastTopics-experiments

      Public
      Numerical experiments on fitting non-negative matrix factorizations and topic models.
      R
      •
      MIT License
      •1•1•0•0•Updated Aug 22, 2024Aug 22, 2024

    • susieR

      Public
      R package for "sum of single effects" regression.
      R
      •
      Other
      •48•186•78•0•Updated Aug 1, 2024Aug 1, 2024

    • smashr

      Public
      An R package for smoothing & signal denoising using adaptive shrinkage.
      R
      •
      GNU General Public License v3.0
      •5•4•2•0•Updated Jul 8, 2024Jul 8, 2024

    • ebnm

      Public
      R package to fit Empirical Bayes Normal Means model.
      R
      •9•12•10•0•Updated Jun 17, 2024Jun 17, 2024

    • udr

      Public
      R package implementing empirical Bayes methods for multivariate normal means.
      R
      •
      Other
      •1•7•8•0•Updated May 28, 2024May 28, 2024

    • mvsusieR

      Public
      A new model and algorithm for multivariate Bayesian variable selection regression.
      Jupyter Notebook
      •
      Other
      •7•21•26•0•Updated Apr 22, 2024Apr 22, 2024

    • poisson.mash.alpha

      Public
      An R package for Poisson multivariate adaptive shrinkage.
      R
      •
      Other
      •1•10•0•0•Updated Apr 15, 2024Apr 15, 2024

    • mmbr-rss-dsc

      Public
      mvSuSiE simulation code and results.
      R
      •0•0•0•0•Updated Feb 5, 2024Feb 5, 2024

    • dsc

      Public
      Repo for Dynamic Statistical Comparisons project
      HTML
      •
      MIT License
      •12•12•34•0•Updated Feb 5, 2024Feb 5, 2024

    • flashr

      Public
      R package for Empirical Bayes Factor Analysis.
      R
      •
      BSD 3-Clause "New" or "Revised" License
      •11•49•24•1•Updated Jan 3, 2024Jan 3, 2024

    • mixsqp

      Public
      R package for fast maximum-likelihood estimation of mixture proportions using SQP.
      R
      •
      Other
      •7•11•7•0•Updated Dec 21, 2023Dec 21, 2023

    • mr.ash.alpha

      Public
      An R package implementing Mr.ASH method
      R
      •
      Other
      •0•9•3•0•Updated Oct 31, 2023Oct 31, 2023

    • mr.ash

      Public
      R package implementing methods for multiple regression with adaptive shrinkage priors ("mr.ash").
      R
      •
      Other
      •0•4•5•1•Updated Oct 27, 2023Oct 27, 2023

    • ebpm

      Public
      R package to fit the "Empirical Bayes Poisson Means" model.
      R
      •2•0•4•0•Updated Oct 17, 2023Oct 17, 2023

    • finemap-uk-biobank

      Public
      Code & scripts implementing genetic association and fine-mapping analyses of UK Biobank data.
      R
      •0•6•0•0•Updated Oct 2, 2023Oct 2, 2023

    • mr-ash-workflow

      Public
      MR.ASH (Multiple Regression with Adaptive Shrinkage) method and other linear regression methods.
      HTML
      •
      MIT License
      •0•2•0•0•Updated Jul 10, 2023Jul 10, 2023

    • causal-TWAS

      Public
      website for causal TWAS project
      R
      •0•3•0•0•Updated Jun 21, 2023Jun 21, 2023

    • VEB.Boost

      Public
      R package implementing variational Empirical Bayes boosting methods.
      R
      •
      MIT License
      •0•2•0•0•Updated Jun 14, 2023Jun 14, 2023

    • scATACseq-topics

      Public
      Analysis of single-cell ATAC-seq data using topic models.
      R
      •
      MIT License
      •1•4•0•0•Updated May 23, 2023May 23, 2023

    • single-cell-topics

      Public
      Analysis of single-cell RNA-seq data using topic models.
      R
      •
      MIT License
      •0•4•0•0•Updated May 23, 2023May 23, 2023

    • gtexresults

      Public
      Code and data resources accompanying Urbut et al (2017), "Flexible statistical methods for estimating and testing effects in genomic studies with multiple conditions."
      Jupyter Notebook
      •
      MIT License
      •11•23•7•0•Updated Apr 25, 2023Apr 25, 2023