6 citations · 8 across the 2 of their papers we have counts for
4 papers
Inference after black box selection
Jelena Markovic, Jonathan Taylor, Jeremy Taylor
We consider the problem of inference for parameters selected to report only after some algorithm, the canonical example being inference for model parameters after a model selection…
Bouncy Hybrid Sampler as a Unifying Device
Jelena Markovic, Amir Sepehri
This work introduces a class of rejection-free Markov chain Monte Carlo (MCMC) samplers, named the Bouncy Hybrid Sampler, which unifies several existing methods from the literature…
More powerful post-selection inference, with application to the Lasso
Keli Liu, Jelena Markovic, Robert Tibshirani
Investigators often use the data to generate interesting hypotheses and then perform inference for the generated hypotheses. P-values and confidence intervals must account for this…
Inferactive data analysis
Nan Bi, Jelena Markovic, Lucy Xia +1
We describe inferactive data analysis, so-named to denote an interactive approach to data analysis with an emphasis on inference after data analysis. Our approach is a compromise b…