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We study the effect of combining the additional information from these multiple samples, so effectively borrowing information on specific competing risks from other units, on the inferences.
According to the list of borrowing information, lenders decide whether to loan, the loan amount and what interest rate to apply (i.e., the bid amount and interest rates), etc. Websites will usually require a minimum bid amount (e.g., 50 yuan), and a borrower accepts many bidders.
This has the effect of borrowing information from the ensemble of genes to make the inference about each individual gene more robust.
Background parameters were estimated for each probe separately in dbRMA and avoided borrowing information across probes sharing similar but not identical sequences.
Limma also applies an empirical Bayes correction to moderate the standard errors based on information from all cDNAs; these moderated t-statistics also have increased degrees of freedom, representing the extra information gained by borrowing information across cDNAs [77].
The mixed-effects model utilizes small centres more efficiently by "borrowing" information from larger centres.
Abundant disease mapping literature has been recently aimed to strengthen inference borrowing information from related factors.
These models shrink unstable risks toward the local mean risk by "borrowing" information between areas.
By borrowing information we can obtain stabilized estimates of expression levels from rather noisy microarray data.
Similar(2)
Second, PK data of a drug "are made more useful by 'borrowing' information from biology and other drugs," and additional tissue/organ data can help enhance biologic plausibility.
Our model dealt with this by 'borrowing' information within and across countries, regions and time, based on both country-level and survey-level covariates; it also incorporated missingness and types of available data to quantify the final uncertainty.
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