Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308759079> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4308759079 abstract "We derive high-dimensional Gaussian comparison results for the standard $V$-fold cross-validated risk estimates. Our result combines a recent stability-based argument for the low-dimensional central limit theorem of cross-validation with the high-dimensional Gaussian comparison framework for sums of independent random variables. These results give new insights into the joint sampling distribution of cross-validated risks in the context of model comparison and tuning parameter selection, where the number of candidate models and tuning parameters can be larger than the fitting sample size. As a consequence, our results provide theoretical support for a recent methodological development that constructs model confidence sets using cross-validation." @default.
- W4308759079 created "2022-11-15" @default.
- W4308759079 creator A5042192106 @default.
- W4308759079 creator A5079136602 @default.
- W4308759079 date "2022-11-09" @default.
- W4308759079 modified "2023-09-27" @default.
- W4308759079 title "On High-Dimensional Gaussian Comparisons For Cross-Validation" @default.
- W4308759079 doi "https://doi.org/10.48550/arxiv.2211.04958" @default.
- W4308759079 hasPublicationYear "2022" @default.
- W4308759079 type Work @default.
- W4308759079 citedByCount "0" @default.
- W4308759079 crossrefType "posted-content" @default.
- W4308759079 hasAuthorship W4308759079A5042192106 @default.
- W4308759079 hasAuthorship W4308759079A5079136602 @default.
- W4308759079 hasBestOaLocation W43087590791 @default.
- W4308759079 hasConcept C105795698 @default.
- W4308759079 hasConcept C112972136 @default.
- W4308759079 hasConcept C119857082 @default.
- W4308759079 hasConcept C121332964 @default.
- W4308759079 hasConcept C129848803 @default.
- W4308759079 hasConcept C134306372 @default.
- W4308759079 hasConcept C151201525 @default.
- W4308759079 hasConcept C151730666 @default.
- W4308759079 hasConcept C163716315 @default.
- W4308759079 hasConcept C166785042 @default.
- W4308759079 hasConcept C27181475 @default.
- W4308759079 hasConcept C2779343474 @default.
- W4308759079 hasConcept C28826006 @default.
- W4308759079 hasConcept C33923547 @default.
- W4308759079 hasConcept C41008148 @default.
- W4308759079 hasConcept C62520636 @default.
- W4308759079 hasConcept C86803240 @default.
- W4308759079 hasConcept C93959086 @default.
- W4308759079 hasConceptScore W4308759079C105795698 @default.
- W4308759079 hasConceptScore W4308759079C112972136 @default.
- W4308759079 hasConceptScore W4308759079C119857082 @default.
- W4308759079 hasConceptScore W4308759079C121332964 @default.
- W4308759079 hasConceptScore W4308759079C129848803 @default.
- W4308759079 hasConceptScore W4308759079C134306372 @default.
- W4308759079 hasConceptScore W4308759079C151201525 @default.
- W4308759079 hasConceptScore W4308759079C151730666 @default.
- W4308759079 hasConceptScore W4308759079C163716315 @default.
- W4308759079 hasConceptScore W4308759079C166785042 @default.
- W4308759079 hasConceptScore W4308759079C27181475 @default.
- W4308759079 hasConceptScore W4308759079C2779343474 @default.
- W4308759079 hasConceptScore W4308759079C28826006 @default.
- W4308759079 hasConceptScore W4308759079C33923547 @default.
- W4308759079 hasConceptScore W4308759079C41008148 @default.
- W4308759079 hasConceptScore W4308759079C62520636 @default.
- W4308759079 hasConceptScore W4308759079C86803240 @default.
- W4308759079 hasConceptScore W4308759079C93959086 @default.
- W4308759079 hasLocation W43087590791 @default.
- W4308759079 hasLocation W43087590792 @default.
- W4308759079 hasOpenAccess W4308759079 @default.
- W4308759079 hasPrimaryLocation W43087590791 @default.
- W4308759079 hasRelatedWork W2042585404 @default.
- W4308759079 hasRelatedWork W2354998139 @default.
- W4308759079 hasRelatedWork W2372986694 @default.
- W4308759079 hasRelatedWork W2546128363 @default.
- W4308759079 hasRelatedWork W2896055607 @default.
- W4308759079 hasRelatedWork W3009576629 @default.
- W4308759079 hasRelatedWork W4289375656 @default.
- W4308759079 hasRelatedWork W4299526956 @default.
- W4308759079 hasRelatedWork W4307626464 @default.
- W4308759079 hasRelatedWork W4308759079 @default.
- W4308759079 isParatext "false" @default.
- W4308759079 isRetracted "false" @default.
- W4308759079 workType "article" @default.