Example sentences for: model-based

How can you use “model-based” in a sentence? Here are some example sentences to help you improve your vocabulary:

  • Li (submitted, 2001) adjusted their previous model-based analysis of oligonucleotide arrays [ 8 ] to PM-only calculations and found their results correlate well with that of using PM and MM information.

  • As expected, the model-based clustering method assuming the common covariance matrix clusters these 100 genes into two clusters, with 50 genes in each cluster.

  • We note that the goal here is different from that of clustering gene-expression patterns, as done by other researchers in using model-based clustering.

  • The SAFER gene expression index is a robust and resistant measure of gene expression which is an alternative to the 'average difference' calculated by the Affymetrix analysis software and the model-based expression index proposed by Li and Wong [ 20 ] . Like Li and Wong's procedure, the procedure for calculating the SAFER gene index involves both between-array normalization and an adjustment for probe-specific biases.

  • Model-based expression computation requires normalized probe-level data (from Affymetrix's DAT or CEL files).


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