nignatiadis

SmoothingSplines.jl

Cubic smoothing splines in Julia.

RegressionDiscontinuity.jl

Estimation for sharp regression discontinuity designs.

Empirikos.jl

Empirical Bayes estimation and inference in Julia.

IHW

Independent Hypothesis Weighting

IndependentHypothesisWeighting.jl

Independent Hypothesis Weighting for multiple testing with side-information in Julia

IHWpaper

Package to reproduce all IHW paper figures

Aurora.jl

Empirical Bayes mean estimation with nonparametric errors via order statistic regression in Julia (https://arxiv.org/abs/1911.05970)

AuroraPaper

Reproduction code for "Empirical Bayes mean estimation with nonparametric errors via order statistic regression on replicated data"

EBayes.jl

Empirical Bayes shrinkage in Julia

SigmaRidgeRegression.jl

Optimally tuned ridge regression when features can be partitioned into groups.

SpecialExponentialFamilies.jl

nignatiadis.github.io

empirical-bayes-confidence-intervals-paper

Reproduction code for "Confidence Intervals for Nonparametric Empirical Bayes Analysis."

empirical-partially-bayes-paper

EmpiricalBayes.jl

noise-induced-randomization-paper

Reproduction code for paper "Noise-induces randomization in regression discontinuity designs"

StatsDiscretizations.jl

Discretizers.jl

A Julia package for data discretization and label maps

Distributions.jl

A Julia package for probability distributions and associated functions.

evalues-as-weights-paper

EvoTrees.jl

Boosted trees in Julia

GLM.jl

Generalized linear models in Julia

KKT_1D_GTV

A unified approach for 1D generalized total variation

LinearFractional.jl

Linear fractional programming with Julia and JuMP

local-fdr-interpretation-paper

MinimaxCalibratedEBayes.jl

Inference for empirical Bayes estimands in Julia

ShapeConstrainedStats.jl

SpecialFunctions.jl

Special mathematical functions in Julia

Splines2.jl

Spline bases for regression modelling in Julia

WoodburyMatrices.jl

Support for the Woodbury matrix identity for Julia