Matches in SemOpenAlex for { <https://semopenalex.org/work/W2025353515> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2025353515 endingPage "472" @default.
- W2025353515 startingPage "459" @default.
- W2025353515 abstract "Outcome-dependent sampling designs are commonly used in economics, market research and epidemiological studies. Case-control sampling design is a classic example of outcome-dependent sampling, where exposure information is collected on subjects conditional on their disease status. In many situations, the outcome under consideration may have multiple categories instead of a simple dichotomization. For example, in a case-control study, there may be disease sub-classification among the “cases” based on progression of the disease, or in terms of other histological and morphological characteristics of the disease. In this note, we investigate the issue of fitting prospective multivariate generalized linear models to such multiple-category outcome data, ignoring the retrospective nature of the sampling design. We first provide a set of necessary and sufficient conditions for the link functions that will allow for equivalence of prospective and retrospective inference for the parameters of interest. We show that for categorical outcomes, prospective–retrospective equivalence does not hold beyond the generalized multinomial logit link. We then derive an approximate expression for the bias incurred when link functions outside this class are used. Most popular models for ordinal response fall outside the multiplicative intercept class and one should be cautious while performing a naive prospective analysis of such data as the bias could be substantial. We illustrate the extent of bias through a real data example, based on the ongoing Prostate, Lung, Colorectal and Ovarian (PLCO) cancer screening trial by the National Cancer Institute. The simulations based on the real study illustrate that the bias approximations work well in practice." @default.
- W2025353515 created "2016-06-24" @default.
- W2025353515 creator A5082251592 @default.
- W2025353515 creator A5083310167 @default.
- W2025353515 date "2009-03-01" @default.
- W2025353515 modified "2023-10-16" @default.
- W2025353515 title "A note on bias due to fitting prospective multivariate generalized linear models to categorical outcomes ignoring retrospective sampling schemes" @default.
- W2025353515 cites W192858080 @default.
- W2025353515 cites W1987672659 @default.
- W2025353515 cites W2002740806 @default.
- W2025353515 cites W2010036996 @default.
- W2025353515 cites W2018144913 @default.
- W2025353515 cites W2031419028 @default.
- W2025353515 cites W2043140092 @default.
- W2025353515 cites W2056538184 @default.
- W2025353515 cites W2058467120 @default.
- W2025353515 cites W2059499071 @default.
- W2025353515 cites W2093218468 @default.
- W2025353515 cites W2120913101 @default.
- W2025353515 cites W2134676181 @default.
- W2025353515 cites W2138523920 @default.
- W2025353515 cites W2149226424 @default.
- W2025353515 cites W2149569695 @default.
- W2025353515 cites W2170340340 @default.
- W2025353515 cites W2318261078 @default.
- W2025353515 cites W3023621615 @default.
- W2025353515 cites W4246784033 @default.
- W2025353515 cites W1994004277 @default.
- W2025353515 doi "https://doi.org/10.1016/j.jmva.2008.05.011" @default.
- W2025353515 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8240662" @default.
- W2025353515 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34194120" @default.
- W2025353515 hasPublicationYear "2009" @default.
- W2025353515 type Work @default.
- W2025353515 sameAs 2025353515 @default.
- W2025353515 citedByCount "5" @default.
- W2025353515 countsByYear W20253535152012 @default.
- W2025353515 countsByYear W20253535152018 @default.
- W2025353515 crossrefType "journal-article" @default.
- W2025353515 hasAuthorship W2025353515A5082251592 @default.
- W2025353515 hasAuthorship W2025353515A5083310167 @default.
- W2025353515 hasBestOaLocation W20253535151 @default.
- W2025353515 hasConcept C105795698 @default.
- W2025353515 hasConcept C106131492 @default.
- W2025353515 hasConcept C140779682 @default.
- W2025353515 hasConcept C149782125 @default.
- W2025353515 hasConcept C161584116 @default.
- W2025353515 hasConcept C28826006 @default.
- W2025353515 hasConcept C31972630 @default.
- W2025353515 hasConcept C33923547 @default.
- W2025353515 hasConcept C38180746 @default.
- W2025353515 hasConcept C41008148 @default.
- W2025353515 hasConcept C41587187 @default.
- W2025353515 hasConcept C5274069 @default.
- W2025353515 hasConceptScore W2025353515C105795698 @default.
- W2025353515 hasConceptScore W2025353515C106131492 @default.
- W2025353515 hasConceptScore W2025353515C140779682 @default.
- W2025353515 hasConceptScore W2025353515C149782125 @default.
- W2025353515 hasConceptScore W2025353515C161584116 @default.
- W2025353515 hasConceptScore W2025353515C28826006 @default.
- W2025353515 hasConceptScore W2025353515C31972630 @default.
- W2025353515 hasConceptScore W2025353515C33923547 @default.
- W2025353515 hasConceptScore W2025353515C38180746 @default.
- W2025353515 hasConceptScore W2025353515C41008148 @default.
- W2025353515 hasConceptScore W2025353515C41587187 @default.
- W2025353515 hasConceptScore W2025353515C5274069 @default.
- W2025353515 hasIssue "3" @default.
- W2025353515 hasLocation W20253535151 @default.
- W2025353515 hasLocation W20253535152 @default.
- W2025353515 hasLocation W20253535153 @default.
- W2025353515 hasOpenAccess W2025353515 @default.
- W2025353515 hasPrimaryLocation W20253535151 @default.
- W2025353515 hasRelatedWork W2119420496 @default.
- W2025353515 hasRelatedWork W2284096975 @default.
- W2025353515 hasRelatedWork W2622157825 @default.
- W2025353515 hasRelatedWork W4220961233 @default.
- W2025353515 hasRelatedWork W4255876030 @default.
- W2025353515 hasRelatedWork W4255920913 @default.
- W2025353515 hasRelatedWork W4298154490 @default.
- W2025353515 hasRelatedWork W4320496429 @default.
- W2025353515 hasRelatedWork W1988047573 @default.
- W2025353515 hasRelatedWork W2035065851 @default.
- W2025353515 hasVolume "100" @default.
- W2025353515 isParatext "false" @default.
- W2025353515 isRetracted "false" @default.
- W2025353515 magId "2025353515" @default.
- W2025353515 workType "article" @default.