Sentence examples for by specifying a model from inspiring English sources

This is accomplished by specifying a model (hypothesis), in terms of anatomical connections between brain regions.

We will also need the posterior pmf on the ancestral state α, which is obtained by specifying a model for the accumulation of mutations from α to ξ, and summing over the unobserved state, ξ.

We further attempted to determine the pattern of exposure's influence on IQ by specifying a model that contained terms for the ratio of 10 year (and subsequently, four year) blood-lead concentration to the two year blood-lead concentration in addition to the average late childhood blood concentration.

Dependency was modeled by specification of a CAR process in the alternative hypothesis by specifying a BYM model.

CIRs (or CIR matrices for MIMO configurations) are processed by specifying a propagation model, an antenna array configuration, a mobile direction, and a spatial sampling factor.

This was done by specifying a factor model with the three observed measures of SWB loading on a single latent factor (SWB) in Mplus (Muthén and Muthén 2010).

We performed an overall analysis of the data utilizing a conditional logit model by specifying a random utility model in which the utility function U ki, when respondent k chooses option i, is expressed by {U}_{ki}={V}_{ki}+{varepsilon}_{ki} where V ki specifies an observable discrete element among the utilities and ε ki specifies a non-observable stochastic element.

Because the ICE approach involves a series of univariate models rather than a single large model, the MICE approach imputes data on a variable by variable basis by specifying an imputation model per variable.

First of all, by specifying an opponent model, we are able to make the assumptions about the beliefs of B explicit.

The main advantage of the IPWRA estimator over propensity score matching is that it allows the analysis of multiple treatments at the same time by specifying a multinomial logit model for the treatment and combining regression adjustment and probability weighting to achieve robustness to misspecifications of the parametric models.

These various components were incorporated by specifying a series of statistical models, starting with the independence model.