Sentence examples for based on multivariate statistics from inspiring English sources

For the STM, a special clustering method was proposed based on multivariate statistics.

Data-driven techniques based on multivariate statistics (such as principal component analysis (PCA) and partial least squares (PLS)) have been applied widely to chemical processes and their effectiveness for fault detection is well recognized.

Regression approaches typically require three viable components: an induction engine (based on multivariate statistics, such as PLS, or a machine learning algorithm), data to be modeled (which can be quantitative or categorical in nature), and an appropriate data representation.

Dang and Serfling [3] introduced nonparametric multivariate outlier identifiers based on multivariate depth functions.

This analysis is based on multivariate logistic regression analyses.

The CCA-type two-source analysis does not take covariate information into account and has therefore evolved as a separate field from ANOVA-type methods, although both are equally based on traditional multivariate statistics.

MvSSIM is well founded on multivariate statistics and can be easily implemented through simple sample statistics involving mean vectors, covariance matrices and cross-covariance matrices.

We thank Dr. Susan A. Dudley for her input on multivariate statistics.

Conclusions were based on (uni- or multivariate) statistics for within-group and/or between-groups differences.

A multivariate analysis (MVA) procedure based on Bayesian statistics was used to cross-validate information obtained by different investigation methods, thus allowing the uncertainty or effort to be updated (reduced) when additional investigations are included in the analysis.

Multivariate P values were based on Wald statistics.