Sentence examples for using a multivariate normal from inspiring English sources

Missing data were imputed using a multivariate normal imputation model after suitable transformations, to ensure that the variables were normally distributed.

Missing data will be imputed using a multivariate normal imputation model after suitable transformations to ensure that the variables are normally distributed.

(a) Calculate a spatial density map of the previous earthquakes in the area using a multivariate normal mixture model.

The simulated data (for the current study) were generated using a multivariate normal model.

Our method overcomes these problems using a multivariate normal clustering method based on the Akaike Information Criterion (AIC) [ 31].

We (like Von Hippel, 2009) have presented JAV as a method using a multivariate normal imputation model.

To calculate the probability for Z n given (X_{n}^), α, and β, we use a multivariate normal distribution begin{aligned} &P_{alphabeta}(Z_{n}|X_{n}^,alpha,beta) &= frac{1}{2pisqrt{|Sigma_{n}|}}expleft -frac{1}{2}}expleft -frac{1}{ight)^{T}Sigma_{n}^{-1}left(Z_{n}-X_{n}^right)right) end{aligned} (11).

To combine multiple markers, we used a multivariate normal distribution to model the probability density function (pdf) for each class.

As prior distributions for the Bayesian model fitting we used a multivariate normal distribution with zero mean and a diagonal covariance matrix with large variances (σ = 1010) for fixed effects and an inverse Wishart distribution with degrees of freedom equal to one and the inverse scale equal to the unconditional variance of the response variable.

To construct it, we used a multivariate normal for the likelihood and conjugate priors.

Because λ and the two μ parameters have support on the real line, we can use a multivariate Normal distribution as proposal distribution.