jantonelli111

Joseph Antonelli's repositories

DoublyRobustHD

R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods

Language:R26 40

HDconfounding

R package to implement high-dimensional confounding adjustment using continuous spike and slab priors

Language:R1000

NLinteraction

R package to implement nonlinear, interaction models with variable selection

Language:R1000

AveragingCausalHD

R package to estimate causal effects in high dimensions by averaging over many estimators

Language:R700

HeterogeneousTEpanel

R package to estimate potentially heterogeneous causal effects in panel data settings with staggered adoption

Language:R500

SSGL

R package implementing the spike and slab group lasso

Language:R4 30

BMAcausal

R code and data to complement a book chapter on Bayesian model averaging in causal inference

Language:R300

BayesianDLAG

R package to implement distributed lag models for multiple exposures

Language:R2 20

Guided-BAC

Software to implement guided Bayesian adjustment for confounding, which estimates the causal effect in a main study when additional data is available in a validation study

Language:R000

Irregular2dWavelets

R package to implement 2D wavelet decompositions for irregularly spaced and irregularly shaped data

Language:R010

jantonelli111.github.io

Academic website

Language:JavaScriptMIT000