Words similar to model-based
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:
As the first step of our approach, we cluster genes into K clusters using the model-based clustering method described above, where the number of gene clusters K is determined by maximizing the BIC scores.
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.
We are exploring model-based meta-analysis of many arrays of the same chip type but hybridizing to a heterogeneous set of tissues samples, and will present such analysis in future work.
We first take a natural logarithm transformation for all the observed gene-expression levels so that they are more likely to have a normal distribution, which will reduce the number of clusters found in a model-based clustering.
The MCLUST software [ 29], implementing model-based clustering, is also freely available [ 30].