Sentence examples similar to an auxiliary distribution from inspiring English sources

The static model estimated in the present paper uses a similar auxiliary distribution for the unobserved individual effects based on the Chamberlain (1984) approach.

He suggests that the unobserved individual effects can be considered conditional on the initial values and the time-varying exogenous variables in a way similar to the correlated random-effects model of Chamberlain (1984) using a similar auxiliary distribution for the unobserved individual effects.

We also try an alternative specification of the auxiliary distribution used as a part of the initial values problem by using the combinations of the variables.

The methodology is based on definition of an auxiliary density (distribution) function, proportional to the integrand of the integral quantifying seismic risk, and on comparison of this density to the initial probability distribution for the model parameters of interest.

Uncertainty in the rest of the model parameters is explicitly addressed through integration of their joint auxiliary distribution to calculate the corresponding marginal distributions.

The auxiliary distribution of the unobserved individual effects does not include the first-period employment status in the case of the static model.

The stress field is decomposed into the sum of a particular stress field induced by the steady-state temperature distribution and an auxiliary isothermal stress field required to satisfy the boundary conditions on the holes.

Our approach is based on an analytical derivation of the propagation of Gaussian uncertainty from the input data into the distribution of votes in an auxiliary parameter space.

Furthermore, we investigate how an auxiliary information in the form of prior distribution of the database and correlation across records and time can influence the proper choice of the privacy parameters.

The ships would incorporate modern weapons and sensors, and will have an advanced information warfare suite, an auxiliary control system with a sophisticated power distribution architecture, and modular crew quarters.

The corresponding spatial distribution of the sensor is found as a solution to an auxiliary problem of statics.