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Recently, prediction models inferring identity by state from genotyped variants, like GBLUP, models selecting variant subsets, like QTL models, and model-averaging approaches, like bagging (Breiman 1996), have accrued interest in breeding.
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Filtering patient data against normal populations and inferring identity-by-descent (IBD) in family studies can enrich candidate genes [ 4, 6].
These embeddings can be stored and referenced by other models to infer identity.
Transcripts identified as shared between the datasets were subjected to BLASTX searches against the Genbank non-redundant protein database to infer identity.
We used a hidden Markov model to infer identity by descent along the genome and removed individuals iteratively to obtain a set with pair-wise identity by descent <5%.
In Bayesian cue integration, the relative reliabilities of cues are taken into account when inferring the identity of the source stimulus.
Chromatograms of ITS and Tpi with additive peaks were further analysed by inferring the identity of the two haplotypes within a heterozygote through haplotype subtraction [ 33, 34].
In principle, this allows inferring gene identity by using orthology relationships to related species with annotated genomes and at the same time determine expression levels.
The apparent clonality of B. burgdorferi was justification for inferring strain identity from a single locus (9, 10 ), but the extent of genomewide genetic exchange in this species may have been underestimated (6 ).
We also tested the statistical power and informative content of the 11 SSR loci by inferring genetic identity (I) (Taberlet and Luikart, 1999) and paternity exclusion (Q) (Weir, 1996).
We surmise that these results can all be modeled by a Bayesian causal inference model, in which the brain not only tries to infer stimulus identity (which word was spoken) but also whether the auditory and visual stimulus had a common source [52], [71].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com