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This algorithm is described more formally in Algorithm 1. > We denote the final mapping output by Algorithm 1 by ℱ opt.

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We mapped outputs by using the standard deviation of density values to illustrate areas of greatest outbreak concentration by species (12 ).

Collation of methodologies by mapping output from C LZ and Gibbs sampling analyses onto alignments yielded useful synergies.

Bismark aims to generate a bisulfite mapping output that can be readily explored by bench scientists.

Mapping output from dRNA-Seq was split by replicon and coverted to SAM format (using samtools 1.2).

The mapping output was set to SAM format.

If a mapping is output by a filter, we add additional annotation to indicate the chosen mapping as coming from that filter.

In this article, we propose to combat the performance loss due to suboptimal (or non-MAP) equalizer output, by combining the equalizer and the decoder into one equalizer/decoder structure, so that all information can be processed as a whole, and not be passed between the equalizer and the decoder.

BM-Map takes SAM (Sequence Alignment/Map), the most popular read alignment format, as the standard input; then based on the Bayesian model, it calculates mapping probabilities of multireads for competing genomic loci; and BM-Map generates the output by adding mapping probabilities to the original SAM file so that users can easily perform downstream analyses.

This map output is then used as input by a reduce function, also predefined by the user, that merges all intermediate values that belong to the same key.

The residuals, R, of the estimated mapped output ψ and observed mapped output ψ y) can then be squared, (18) The minimal residual term can be solved by partial differentiations on coefficients a, b to yield optimal parametric estimates.

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