Sentence examples for mixture models analysis from inspiring English sources

Tm data was analyzed by mixture models analysis as previously described [ 30].

CN conceived the study, performed the analyses and prepared the manuscript, FL performed analyses and critically revised the manuscript, FU developed the mixture models analysis method and critically revised the manuscript, JT developed the mixture models analysis method and critically revised the manuscript, HK conceived the study and prepared the manuscript.

These data can subsequently be analyzed by application of mixture models analysis for an objective determination of minimum numbers of sequences represented by the detected Tms and the frequency distributions of these Tms [ 30].

Other statistical techniques for estimating the proportion of individuals infected with M.tuberculosis can then be employed such as mixture model analysis.

In addition to the genes identified by the insertional mutagenesis screen, mixture model analysis allowed us to identify a small number of genes, in mutants, for which expression patterns could not be accounted for using the three parasite states – genes that may play a mechanistic role in switching from the tachyzoite to bradyzoite stage.

AR carried out two-component mixture model analysis.

The rationale and formulation of the mixture model analysis of gene-level intron Alu density are discussed below.

The paper concludes with a discussion of some of the substantive implications of the mixture model analysis.

Statistical analyses were carried out with R and the mixtools package for finite mixture model analysis using model-based clustering (version 0.4.6) [ 19].

The multimodality of the cohort was investigated by Gaussian Mixture Model analysis, optimizing maximum likelihood and evaluating with the Akaike Information Criterion (Akaike, 1974).

Results: We introduce a novel approach to taxonomic profiling of metagenomes that is based on mixture model analysis of protein signatures.