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Bounded Confidence Intervals in Inference by maroqualx is a document available to read on EtoBox.
This paper analyzes the combination of selective inference procedures, specifically data carving and selection with randomized response, with the polyhedral method to create confidence intervals with bounded lengths. The authors demonstrate that these combined methods outperform traditional sample-splitting methods, which typically yield infinite expected length intervals. The findings provide a formal framework for understanding the improvements in interval length when using randomization techniques in sel
- Author
- maroqualx
- Language
- EN