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Gabriel Hoffman's Projects

adjclust icon adjclust

Adjacency-constrained hierarchical clustering of a similarity matrix

covtools icon covtools

Statistical Tools for Covariance Analysis

crumblr icon crumblr

Count ratio uncertainty modeling base linear regression

decorate icon decorate

Differential Epigenetic Correlation Test

dreamlet icon dreamlet

Perform differential expression analysis on multi-sample single cell datasets using linear mixed models

faststudentt icon faststudentt

Fast implementation to estimate parameters of Student t distribution for large datasets

genomelake icon genomelake

Simple and efficient access to genomic data for deep learning models.

imputez icon imputez

Impute z-statistics for missing tests using observed z-statistics and the correlation matrix between z-statistics

lrgpr icon lrgpr

Fit a Low Rank Gaussian Process Regression (LRGPR) / Linear Mixed Model (LMM) for large datasets

misc_vp icon misc_vp

Variance partitioning for logistic regression

muscat icon muscat

Multi-sample multi-group scRNA-seq analysis tools

mvic icon mvic

Evaluate BIC for multivariate regression to enable model selection with multiple response variables

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