Sentence examples for multivariate normal procedure from inspiring English sources

Three main methods are available in standard software: a multivariate normal procedure and two procedures based on univariate regressions.

We employed multiple imputations to handle missing data using the multivariate normal model procedure in Stata 12, with 20 cycles of imputation.

Multiple missing imputation procedures in Stata 12.0, using the multivariate normal approach with 10 imputation procedures, were employed for these variables before the main analyses were conducted [ 47].

As the ULS estimation procedure does not require multivariate normal distribution of the data, no a priori normalisation of the observed variables was applied [ 33].

where MVN stands for multivariate normal distribution and Ψ denotes the digamma function.

To ensure that the assumption of a multivariate normal phenotypic distribution was not violated, we subjected all phenotypes to an exact inverse normalization procedure prior to analysis.

In this paper, the methodology used to derive the covariance matrix associated with the multivariate normal pdf based on random and systematic uncertainties is examined, and a procedure used to estimate this covariance matrix using Monte Carlo analysis is presented.

The algorithm based on continuous variables and likelihood ratio as distance measure assumes a multivariate normal distribution of the data, but there is some evidence that the procedure remains valid under violation of the distribution assumption [16].

The simulation procedure used to generate the data was based on a multivariate normal distribution.

First, a multivariate normal distribution may be assumed for the data, and a Monte Carlo Markov Chain (MCMC) procedure may be used to draw samples of the missing data from their posterior distribution given the observed data.

Hourly wage predictions also incorporate prediction errors drawn from a multivariate normal distribution with zero means and a variance-covariance matrixequal to the estimates resulting from our three-step procedure.