Iterative hard thresholding for l0 penalized regression

Data and functions to support Julia projects based on the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill and Aki Vehtari.

Provides a Simple Way to Calculate ANOVAs From Fitted Linear Models.

Genome-wide association studies (GWAS) for ordered categorical phenotypes

A simple framework for ANOVA on various types of Julia statistical models

Local projection methods for impulse response estimation

Simulation tools for Mixed Models

Julia bindings for the fst format

Effects Prediction for Regression Models

Working efficiently with datasets where observations have associated uncertainties.

Uniform interface for machine learning in Julia

Design scalable noise characterisation experiments for quantum computers

Scalable nonparametric clustering with unified marker gene selection for single-cell RNA-seq data

Display utilities for phylogenetic trees and networks

A pure Julia implementation of the Targeted Minimum Loss-based Estimation

Package to analyse VIIRS nighttime lights

Plotting tools for Unfold.jl based on Makie.jl and AlgebraOfGraphics.jl

Stata's Binscatter for Julia

Argo data processing and analysis

Estimation for sharp regression discontinuity designs.

A Julia package for estimating phylogenetic networks from genomic data

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A flexible Julia toolkit for high-dimensional cellular profiles

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Julia dashboard for analysis of cryptocurrency market data

A package for estimating and regularising correlation and covariance matrices with high frequency financial data

ADRIA: Adaptive Dynamic Reef Intervention Algorithms. A multi-criteria decision support platform for informing reef restoration and adaptation interventions.

Graph representations of text

A package for missing data handling via multiple imputation by chained equations in Julia. It is heavily based on the R package {mice} by Stef van Buuren, Karin Groothuis-Oudshoorn and collaborators.

Neural Signal Analysis

RCall support for MixedModels.jl and lme4

Ordered multinomial models

Phylogenetic ANalyses of DiversificAtion (in Julia)

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SQL for Julia Tables |> DataFrame

A pure-Julia take on standard net survival routines

Linear Regression for Julia

MLJ.jl interface for GLM.jl models

Plotting functionality for MixedModels.jl implemented in Makie