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stat.ME2023
Selective Inference for Sparse Graphs via Neighborhood Selection
Yiling Huang, Snigdha Panigrahi, Walter Dempsey
Neighborhood selection is a widely used method used for estimating the support set of sparse precision matrices, which helps determine the conditional dependence structure in undir…
stat.ME2023
Selective inference using randomized group lasso estimators for general models
Yiling Huang, Sarah Pirenne, Snigdha Panigrahi +1
Selective inference methods are developed for group lasso estimators for use with a wide class of distributions and loss functions. The method includes the use of exponential famil…