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Example sentences for: gibbs
How can you use “gibbs” in a sentence? Here are some example sentences to help you improve your vocabulary:
The Gibbs statistical model is not strictly correct for our data.
Identification and statistical evaluation of conserved motifs in multiple protein sequences were performed using the Gibbs sampling method as implemented in the MACAW program [ 105 106 ] . Pattern searches were conducted using the GREF program of the SEALS package [ 107 ] , and pattern-initiated BLAST searches were carried out using the PHI-BLAST program [ 60 ] ?. Protein structure databases were searched for similar structures using the DALI program [ 108 ] . Protein secondary structure was predicted using the PHD program implemented on the PredictProtein server with a multiple alignment submitted as the [ 109 110 ] . Protein structures were visualized and manipulated using the Swiss-PDB viewer program [ 111 ] and the ribbon diagrams were made using MOLSCRIPT [ 112 ] .
We also applied the Gibbs sampling algorithm for motif identification [ 27].
Finding overrepresented weight matrices is a well studied problem for which Gibbs sampling constitutes a reasonable solution if the data consists of distinct motifs separated by random bases.
To gain confidence in the capabilities of the Gibbs algorithm, we prepared two synthetic data sets representative of the data we wanted to examine (eg several kb long, 30-50% of the sequence covered by motifs, the remaining sequence random and 60% A/T).