Matches in SemOpenAlex for { <https://semopenalex.org/work/W2012802906> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2012802906 endingPage "881" @default.
- W2012802906 startingPage "865" @default.
- W2012802906 abstract "Summary Realistic statistical modelling of observational data often suggests a statistical model which is not fully identified, owing to potential biases that are not under the control of study investigators. Bayesian inference can be implemented with such a model, ideally with the most precise prior knowledge that can be ascertained. However, as a consequence of the non-identifiability, inference cannot be made arbitrarily accurate by choosing the sample size to be sufficiently large. In turn, this has consequences for sample size determination. The paper presents a sample size criterion that is based on a quantification of how much Bayesian learning can arise in a given non-identified model. A global perspective is adopted, whereby choosing larger sample sizes for some studies necessarily implies that some other potentially worthwhile studies cannot be undertaken. This suggests that smaller sample sizes should be selected with non-identified models, as larger sample sizes constitute a squandering of resources in making estimator variances very small compared with their biases. Particularly, consider two investigators planning the same study, one of whom admits to the potential biases at hand and consequently uses a non-identified model, whereas the other pretends that there are no biases, leading to an identified but less realistic model. It is seen that the former investigator always selects a smaller sample size than the latter, with the difference being quite marked in some illustrative cases." @default.
- W2012802906 created "2016-06-24" @default.
- W2012802906 creator A5052377308 @default.
- W2012802906 date "2006-07-19" @default.
- W2012802906 modified "2023-09-26" @default.
- W2012802906 title "Sample Size Implications when Biases are Modelled Rather than Ignored" @default.
- W2012802906 cites W1978112724 @default.
- W2012802906 cites W1995378794 @default.
- W2012802906 cites W2000290896 @default.
- W2012802906 cites W2006317942 @default.
- W2012802906 cites W2014018052 @default.
- W2012802906 cites W2017111622 @default.
- W2012802906 cites W2021873568 @default.
- W2012802906 cites W2022877159 @default.
- W2012802906 cites W2031955166 @default.
- W2012802906 cites W2047221799 @default.
- W2012802906 cites W2052951278 @default.
- W2012802906 cites W2057653624 @default.
- W2012802906 cites W2074244589 @default.
- W2012802906 cites W2074319784 @default.
- W2012802906 cites W2078338926 @default.
- W2012802906 cites W2085047213 @default.
- W2012802906 cites W2105005539 @default.
- W2012802906 cites W2106716774 @default.
- W2012802906 cites W2144802852 @default.
- W2012802906 cites W2468292006 @default.
- W2012802906 cites W2501308383 @default.
- W2012802906 cites W4242238911 @default.
- W2012802906 cites W4255103055 @default.
- W2012802906 doi "https://doi.org/10.1111/j.1467-985x.2006.00436.x" @default.
- W2012802906 hasPublicationYear "2006" @default.
- W2012802906 type Work @default.
- W2012802906 sameAs 2012802906 @default.
- W2012802906 citedByCount "14" @default.
- W2012802906 countsByYear W20128029062012 @default.
- W2012802906 countsByYear W20128029062013 @default.
- W2012802906 countsByYear W20128029062014 @default.
- W2012802906 crossrefType "journal-article" @default.
- W2012802906 hasAuthorship W2012802906A5052377308 @default.
- W2012802906 hasBestOaLocation W20128029061 @default.
- W2012802906 hasConcept C105795698 @default.
- W2012802906 hasConcept C107673813 @default.
- W2012802906 hasConcept C114289077 @default.
- W2012802906 hasConcept C122770356 @default.
- W2012802906 hasConcept C12713177 @default.
- W2012802906 hasConcept C129848803 @default.
- W2012802906 hasConcept C134261354 @default.
- W2012802906 hasConcept C149782125 @default.
- W2012802906 hasConcept C154945302 @default.
- W2012802906 hasConcept C160234255 @default.
- W2012802906 hasConcept C185429906 @default.
- W2012802906 hasConcept C185592680 @default.
- W2012802906 hasConcept C198531522 @default.
- W2012802906 hasConcept C23131810 @default.
- W2012802906 hasConcept C2776214188 @default.
- W2012802906 hasConcept C33923547 @default.
- W2012802906 hasConcept C41008148 @default.
- W2012802906 hasConcept C43617362 @default.
- W2012802906 hasConcept C70437156 @default.
- W2012802906 hasConceptScore W2012802906C105795698 @default.
- W2012802906 hasConceptScore W2012802906C107673813 @default.
- W2012802906 hasConceptScore W2012802906C114289077 @default.
- W2012802906 hasConceptScore W2012802906C122770356 @default.
- W2012802906 hasConceptScore W2012802906C12713177 @default.
- W2012802906 hasConceptScore W2012802906C129848803 @default.
- W2012802906 hasConceptScore W2012802906C134261354 @default.
- W2012802906 hasConceptScore W2012802906C149782125 @default.
- W2012802906 hasConceptScore W2012802906C154945302 @default.
- W2012802906 hasConceptScore W2012802906C160234255 @default.
- W2012802906 hasConceptScore W2012802906C185429906 @default.
- W2012802906 hasConceptScore W2012802906C185592680 @default.
- W2012802906 hasConceptScore W2012802906C198531522 @default.
- W2012802906 hasConceptScore W2012802906C23131810 @default.
- W2012802906 hasConceptScore W2012802906C2776214188 @default.
- W2012802906 hasConceptScore W2012802906C33923547 @default.
- W2012802906 hasConceptScore W2012802906C41008148 @default.
- W2012802906 hasConceptScore W2012802906C43617362 @default.
- W2012802906 hasConceptScore W2012802906C70437156 @default.
- W2012802906 hasIssue "4" @default.
- W2012802906 hasLocation W20128029061 @default.
- W2012802906 hasOpenAccess W2012802906 @default.
- W2012802906 hasPrimaryLocation W20128029061 @default.
- W2012802906 hasRelatedWork W2000893449 @default.
- W2012802906 hasRelatedWork W2887284286 @default.
- W2012802906 hasRelatedWork W2889562828 @default.
- W2012802906 hasRelatedWork W2950480453 @default.
- W2012802906 hasRelatedWork W2953280030 @default.
- W2012802906 hasRelatedWork W321860625 @default.
- W2012802906 hasRelatedWork W4225831730 @default.
- W2012802906 hasRelatedWork W4237934094 @default.
- W2012802906 hasRelatedWork W4361195775 @default.
- W2012802906 hasRelatedWork W3037256338 @default.
- W2012802906 hasVolume "169" @default.
- W2012802906 isParatext "false" @default.
- W2012802906 isRetracted "false" @default.
- W2012802906 magId "2012802906" @default.
- W2012802906 workType "article" @default.