Sentence examples for using a multinomial likelihood from inspiring English sources

We ran MDI using a multinomial likelihood model for both the discretized expression data and the binary ChIP chip data.

Using a multinomial likelihood and Dirichlet parameter priors leads the BD scoring metric that is used in this work[ 14, 17].

We report all four BHI scores in Table 1, for the fused clusters defined by (i) the method of Savage et al. (2010); (ii) MDI using a bag-of-words likelihood and (iii) MDI using a multinomial likelihood.

We then computed the probability (using a multinomial cumulative likelihood framework) of the entire set of 540 duplicate pairs to fit our model.

Using a multinomial logit model, the likelihood of farmers choosing different BUs was estimated using data from the 2007 National Farm Survey as a function of georeferenced habitat data.

In each iteration, the (complex) reference distribution is approximated using a simple probability distribution; we illustrate the method by using a multinomial distribution, whose parameters are estimated by maximum likelihood estimation in each iteration, using the conformations generated in the previous iteration.

The likelihood of the data can then be described using a multinomial distribution with probability parameters p11, p d and p00, respectively.

"This estimation is done using a multinomial logit framework with past test scores, demographics and socioeconomic characteristics as explanatory variables".

Using a multinomial logit analysis of 13 European countries from 1880 to 1945, I find that among other political mechanisms, franchise extension had the greatest impact on the likelihood of instituting unemployment compensation, controlling socio-economic factors.

Inferences are made using a multinomial logit model (MNL).

The data were first analysed using a multinomial logit model.