Sentence examples for models by maximum from inspiring English sources

RankMotif++ [ 18] learned PWM motif models by maximum likelihood estimation of a probabilistic model for binding preferences.

Given this genome-wide training data, we estimate the parameters for the coding and non-coding models by maximum likelihood, using an expectation maximization approach.

Using SAS 9.3, we estimated the regression models by maximum likelihood and assessed the goodness of fit using scatter plots of marginal and conditional residuals versus fitted values.

We implement a series of phylogenetic models by maximum likelihood to estimate selection pressures at non-synonymous or replacement sites and at synonymous sites [ 19].

To determine if the addition of explanatory variables, especially the inclusion of past observations in the Markov chain model, improved explanatory power, we designed paired models (with and without the additional explanatory variable), fitted the models by maximum likelihood (ML) and compared the resulting fits via F-tests.

To do so, we fit the observed OTU counts to these models by maximum-likelihood.

We therefore estimate a Tobit model by maximum likelihood.

Assuming normality of the error term u we can (up to scale) identify the parameters of the model by estimating a probit model by maximum likelihood.

Nucleotide sequences of VP28 coding region were used to construct the tree based on the Tamura-Nei model by Maximum Likelihood method.

Then we estimate the model by maximum likelihood using each bootstrap sample and obtain the 100 1-α 100 1-αdence interval of any parameter of interest by reporting the α/2 and 1-α/2 quantiles of the bootstrap estimates corresponding to b = 1, 2, …, B. In this paper we obtain the 95% confidence intervals using the boftci commany in Matlab.

We fit the model by maximum penalized likelihood to the spiking activity of zebra finch auditory midbrain neurons in response to conspecific vocalizations (songs) and modulation limited (ml) noise.