Sentence examples for models the conditional from inspiring English sources

It is an undirected graphical model, which models the conditional probability of a continuous valued vector y (the probability that a patch is aligned) depending on continuous x (the pixel intensity values in the support region).

Data assimilation is a generative approach because it requires explicit approximations of a Bayesian prior and likelihood to compute a probability density function of biomass conditional on observations, and regression is discriminative because it models the conditional biomass density function directly.

The CRF here models the conditional probability of the alignment given the pair of sequences to be aligned.

The first component of the disturbance term ζ = (ζ1,..., ζ4) t models the conditional distribution of the true mercury exposure given the covariates and intake of whale meat.

GAMLSS models the conditional distribution of height for a given age by means of three curves: one for the mean, one for the (logarithm of the) standard deviation, and one for a power transformation to normality.

As previously discussed in the section on tg models, the conditional APP tg model showed that enhancing clearance of Aβ may actually be more critical than preventing its production when considering potential therapies.

In this model the conditional mean function and the conditional variance function are unknown curves.

Extensions of Poisson regression are commonly applied to overdispersed count data, focused on modelling the conditional mean of the response.

Generalized Poisson regression is commonly applied to overdispersed count data, and focused on modelling the conditional mean of the response.

Once the correlation channel has been modelled, the conditional entropy of every bit-plane in every frequency band (that is coded according to the QM) is determined.

In this paper, we adopt this method to model the (conditional) means E[s|X] of the share values s given the covariate vector X.