Sentence examples for mixture modelling analysis from inspiring English sources

A secondary analysis of the COMACS Study using growth mixture modelling analysis (a statistical technique to identify subgroups within a population with different trajectories of change over time) of total SKAMP scores investigated the effect of symptom severity on MPH response to Equasym XL® and Concerta®[ 36].

In this study we examined two different models, namely latent class growth analysis (LCGA) and growth mixture modelling (GMM).

Various scenarios of nonignorable missing data mechanisms were investigated by a sensitivity analysis based on the mixture modelling approach.

The analysis of longitudinal differences in outcome will use two complementary statistical approaches: multilevel (mixed) modelling (MLM) and growth mixture modelling (GMM) as applied to randomised preventative interventions by Muthén [ 47].

Methods include group-based trajectory modelling [10, 13] and growth mixture modelling (GMM) [11, 12].

Hou and coworkers recently introduced mixture modelling to generate a probabilistic E-MAP network to which they applied a Bayesian analysis to identify network modules [ 22], an approach that shows considerable promise.

Savage et al. (2010) adopt a mixture modelling approach, using a hierarchical Dirichlet process (DP) to perform integrative modelling of two datasets.

The best way to generalize our full model for a longitudinal trial remains an open research question, but pattern mixture modelling 12 provides a wide range of possibilities.

All statistical analyses, except for mixture modelling, were performed with STATA/SE 12.0.

Molecular modelling analysis results also supported these observations.

The modelling analysis relies on a Lagrangian framework, the salient features of which consist in approximating the Lagrangian path in a reduced composition space made up of the mixture fraction variable, i.e. a conserved scalar introduced to represent the variations of composition, and a progress variable, i.e. a reactive scalar to follow the departures from chemical equilibrium.