We show how to address these multiple problems, even with sparse data, by deriving explicit functions for state transitions and state detection, and by combining a modicum of auxiliary information indicative of a female's reproductive state with a mild assumption about the relationship between detection rate and reproductive rate.
By combining a phylogeny with species' information, statistical models can be used to infer the evolutionary past [ 51].
The method proposed in this article is applied to audio sinusoidal modeling and reaches the desired target quality by combining a classic estimator with minimal extra information.
Recently, an effective method, the so-called network biomarker [ 2], has been developed, and it can diagnose the disease state in an accurate manner by combining the information a of network (e.g., protein-protein interaction data) with gene expression measurements [ 1, 3].
Krewski et al. (1989) have proposed an approach that derives a risk metric by combining information on PAH profiles with information on relative carcinogenic potency from animal studies.
Functional important amino acid positions are often predicted by combining evolutionary information of a protein family with 3D structures.
Many threading methods, such as MUSTER (Wu and Zhang, 2008), Phyre2 (Kelley and Sternberg, 2009) and SPARKS/SP3/SP5 (Zhang et al., 2004, 2008; Zhou and Zhou 2004, 2005), aim at going beyond profile-based methods by combining homologous information with a variety of structure information.
In the cued-target task, target/nontarget coding occurred despite use of the same physical stimuli as targets on some trials, nontargets on others; in this task, behavioral role could be determined only by combining stimulus information with a signal of current context.
Although this method provides lower accuracy rates for GM or FDG-PET information on their own, it shows a significantly higher discrimination rate by combining both information modalities into a single vector.
DELTA-BLAST constructs a PSSM by combining profile information from conserved domains related to a query sequence, and then searches a sequence database with this PSSM.
