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In this paper we only investigate the semisymmetric zero-mean case, which is expected for scattering in the natural terrain, and the more general scale mixture model includes a skewness term to account for a dominant or coherent scatterer and a mean value vector.
A mixture model includes two (or more) latent groups, whose trajectory parameters are estimated simultaneously together with each individual's probabilities of belonging into these groups.
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For solid liquid two-phase flow simulation, the mixture model including continuity and momentum equations was used.
This article presents a verified algebraic slip mixture model including momentum, continuity and algebraic velocity expressions to simulate 2-D turbidity currents.
The methodology implied by eq. 2 and 3 can also be applied to the mixture model including both sequence and structure information.
In the present study, DEU and DFS used a linear BLUP model (random regression on SNP), NLD applied a Bayesian mixture model including polygenic effects, and FRA used a mixed linear model including pre-selected haplotypes and polygenic effects.
In QmmRAxML we use an alternating scheme to optimize parameters in the class frequency mixture model, including branch-lengths, the among-sites rate variation parameter and the weights (wc) of class frequency vectors.
Models: (3) Multivariate mixture model including the traits growth, liability of being healthy and sexual maturation; (4) An extension of (3) to also include a survival-model with genetic effects; (5) An extension of (4) to include a genetic effect of growth in runts as well as in healthy animals.
The output of mixture models includes a class-specific beta distribution Fjk for each locus j and class k.
The different uses of mixture models include for example generative models and density estimation.
The structure of mixture models, including random effect models, entails different forms of variance-to-mean relationships.
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