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Properties of the dynamic model with respect to its matrices and parameters are shown.
Using a stringent similarity threshold [identity ≥ 50%; BLASTX score value ≥ 95, where alignment scores are calculated based on match, mismatch and gaps in alignments using the default BLAST scoring matrices and parameters] we identified 297 pairs of Sitka spruce and other gymnosperm FLcDNAs.
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Multiple sequence alignments of the cTPs using Clustalw with standard scoring matrices and parameter settings were uninformative.
The first simplification impedes the analysis of individual cell fates and clonal contributions, but separate matrices and parameter sets allow modeling of limited numbers of stem cell subpopulations, such as leukemic and normal cells.
Deduced amino acid sequences of the whole coding regions were aligned by ClustalX version 1.83 [ 52] using the Gonnet series as protein weight matrix and parameters set to 3 gap open penalty, 1.6 gap extension penalty, negative matrix on and divergent sequences delay at 36%.
These two methods can offer closed-form solutions for coupling matrix and parameter estimation.
Afterward, the MBN data are collected into suitably designed matrices and optimal parameters of MBN with respect to maximum sensitivity to the evaluated variable are searched.
Multiple alignments of protein and cDNA sequences were generated with ClustalW.1.83 using Gonnet/IUB matrices and default parameters [ 99].
The CMF method learns models for multiple networks by simultaneously factorizing several adjacency matrices and sharing parameters amongst the factors.
The connection between the transition probabilities of HMMs for sequence evolution and the scoring function (scoring matrices and gap parameters) used in sequence comparison is elaborated in this appendix.
We present maximum likelihood estimates of the target's scattering matrix and clutter parameters using a parameter-expanded expectation-maximization (PX-EM) algorithm.
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