41 citations · 41 across the 4 of their papers we have counts for
4 papers
Conditioning on posterior samples for flexible frequentist goodness-of-fit testing
Ritwik Bhaduri, Aabesh Bhattacharyya, Rina Foygel Barber +1
Tests of goodness of fit are used in nearly every domain where statistics is applied. One powerful and flexible approach is to sample artificial data sets that are exchangeable wit…
Compositional Covariate Importance Testing via Partial Conjunction of Bivariate Hypotheses
Ritwik Bhaduri, Siyuan Ma, Lucas Janson
Compositional data (i.e., data comprising random variables that sum up to a constant) arises in many applications including microbiome studies, chemical ecology, political science,…
Testing goodness-of-fit and conditional independence with approximate co-sufficient sampling
Rina Foygel Barber, Lucas Janson
Goodness-of-fit (GoF) testing is ubiquitous in statistics, with direct ties to model selection, confidence interval construction, conditional independence testing, and multiple tes…
Panning for Gold: Model-X Knockoffs for High-dimensional Controlled Variable Selection
Emmanuel Candes, Yingying Fan, Lucas Janson +1
Many contemporary large-scale applications involve building interpretable models linking a large set of potential covariates to a response in a nonlinear fashion, such as when the…