Sentence examples for by estimating the multivariate from inspiring English sources

We constructed the functional annotation signatures by estimating the multivariate relationship between a set of functional annotation variables and the binary association status of a set of SNPs.

The method enables the number of clusters to be determined by estimating the number of components in a multivariate normal mixture model from which the data are generated.

Multivariate analysis was performed by estimating the odds ratio (OR) and its 95% confidence interval (CI) using a logistic regression model.

The associations between urinary arsenic speciation and hypertension, CAE and hypertension were analyzed by multiple logistic regression to estimate the multivariate adjusted odds ratios (OR) and 95% confidence intervals (CI) for hypertension risk.

Four studies estimated the multivariate HR by marginal structural Cox proportional hazard models and standard Cox proportional hazard models.[8], [11], [19], [20] For the main analyses we pooled the results obtained by the standard Cox proportional hazard model to be more consistent with the other studies that only estimated the multivariate HR by standard Cox proportional hazard model.

STATA Ver.12© was used to estimate the multivariate model.

Crude odds ratios were calculated by bivariate analyses, and then adjusted by estimating a multivariate model.

Results of this study were obtained by estimating multivariate relationships between two sets of variables, that is, between the indicators of efficiency of attention and general cognitive functioning and movement characteristics of stroke patients, showing the existence of correlation.

In this study, G0 and R0 were estimated by the multivariate restricted maximum likelihood (REML) approach proposed by Vattikuti et al. (2012) based on model (2).

Finally, a realistic example in geotechnical application is given to demonstrate how the expected losses can be estimated by the multivariate process capability indices.

Indeed, the number of parameters estimated by the multivariate methods is excessive compared with the size of the population.