Pinned Repositories
AveragingCausalHD
R package to estimate causal effects in high dimensions by averaging over many estimators
BayesianDLAG
R package to implement distributed lag models for multiple exposures
BMAcausal
R code and data to complement a book chapter on Bayesian model averaging in causal inference
DoublyRobustHD
R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
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
HDconfounding
R package to implement high-dimensional confounding adjustment using continuous spike and slab priors
HeterogeneousTEpanel
R package to estimate potentially heterogeneous causal effects in panel data settings with staggered adoption
Irregular2dWavelets
R package to implement 2D wavelet decompositions for irregularly spaced and irregularly shaped data
NLinteraction
R package to implement nonlinear, interaction models with variable selection
SSGL
R package implementing the spike and slab group lasso
jantonelli111's Repositories
jantonelli111/DoublyRobustHD
R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
jantonelli111/HDconfounding
R package to implement high-dimensional confounding adjustment using continuous spike and slab priors
jantonelli111/NLinteraction
R package to implement nonlinear, interaction models with variable selection
jantonelli111/AveragingCausalHD
R package to estimate causal effects in high dimensions by averaging over many estimators
jantonelli111/HeterogeneousTEpanel
R package to estimate potentially heterogeneous causal effects in panel data settings with staggered adoption
jantonelli111/SSGL
R package implementing the spike and slab group lasso
jantonelli111/BMAcausal
R code and data to complement a book chapter on Bayesian model averaging in causal inference
jantonelli111/BayesianDLAG
R package to implement distributed lag models for multiple exposures
jantonelli111/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
jantonelli111/Irregular2dWavelets
R package to implement 2D wavelet decompositions for irregularly spaced and irregularly shaped data
jantonelli111/jantonelli111.github.io
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